In [39]:

    

import numpy as np  # Importing numpy


    

In [40]:

    

train_data = np.genfromtxt('train_data.csv', delimiter=',')   # Extracting data from csv file
train_data = np.delete(train_data, (0), axis=0)   # Deleting nan values


    

In [41]:

    

theta = np.array([0,0,0,0,0])   # Initialising parameters
y =train_data[:,-1]             # Storing y values
X = train_data[:, 0:4]          # Creating feature/design matrix
m= len(train_data)              # Number of training examples
X= np.insert(X,0,np.ones(m),axis = 1)   # Setting x0 = 1, for all rows
alpha = 0.03              # Initialising learning rate


    

In [42]:

    

# Given below is a function used to calculate the cost/loss 

def calc_cost(hypothesis,y):
        diff = hypothesis - y
        s = np.sum(diff**2)    # Sum of square error
        c = s/(2*m)
        return c


    

In [43]:

    

hypothesis = np.dot(X,theta.transpose())   #Initial hypothesis
oldcost = calc_cost(hypothesis,y)        #Initial cost value
diff = hypothesis - y                   #Initial difference between hypothesis and target


    

In [44]:

    

#Given below is the iteration step that implements gradient descent. The derivative has been manually calculated.
ct = 1                        
while True:
        theta = theta - (alpha/m)*(np.dot(diff.transpose(),X))  #Theta simulataneous update.
        hypothesis = np.dot(X,theta.transpose())                #Hypothesis update
        diff = hypothesis - y
        newcost = calc_cost(hypothesis,y)                     #Cost value updated
        print "Iteration:-",ct," Cost = ",newcost
        ct = ct + 1
        if abs(newcost-oldcost) <= 0.000000001:                   #Checking for convergence 
                break
        else:
                oldcost = newcost


    

    




Iteration:- 1  Cost =  9.23117073133
Iteration:- 2  Cost =  8.15011072165
Iteration:- 3  Cost =  7.19822674457
Iteration:- 4  Cost =  6.36006990235
Iteration:- 5  Cost =  5.6220389907
Iteration:- 6  Cost =  4.97215951358
Iteration:- 7  Cost =  4.39988912804
Iteration:- 8  Cost =  3.89594635795
Iteration:- 9  Cost =  3.45215979359
Iteration:- 10  Cost =  3.06133532717
Iteration:- 11  Cost =  2.71713926694
Iteration:- 12  Cost =  2.41399543102
Iteration:- 13  Cost =  2.14699454878
Iteration:- 14  Cost =  1.91181449791
Iteration:- 15  Cost =  1.70465008118
Iteration:- 16  Cost =  1.52215120192
Iteration:- 17  Cost =  1.36136843379
Iteration:- 18  Cost =  1.21970510033
Iteration:- 19  Cost =  1.09487508598
Iteration:- 20  Cost =  0.984865692773
Iteration:- 21  Cost =  0.8879049395
Iteration:- 22  Cost =  0.802432771846
Iteration:- 23  Cost =  0.727075715835
Iteration:- 24  Cost =  0.660624562741
Iteration:- 25  Cost =  0.60201472288
Iteration:- 26  Cost =  0.550308929115
Iteration:- 27  Cost =  0.504682009021
Iteration:- 28  Cost =  0.464407478312
Iteration:- 29  Cost =  0.428845737702
Iteration:- 30  Cost =  0.397433681421
Iteration:- 31  Cost =  0.369675548572
Iteration:- 32  Cost =  0.345134868652
Iteration:- 33  Cost =  0.323427370415
Iteration:- 34  Cost =  0.304214738815
Iteration:- 35  Cost =  0.287199118643
Iteration:- 36  Cost =  0.27211827552
Iteration:- 37  Cost =  0.258741335641
Iteration:- 38  Cost =  0.246865035048
Iteration:- 39  Cost =  0.23631041749
Iteration:- 40  Cost =  0.226919927228
Iteration:- 41  Cost =  0.218554849528
Iteration:- 42  Cost =  0.21109305729
Iteration:- 43  Cost =  0.204427027166
Iteration:- 44  Cost =  0.198462092961
Iteration:- 45  Cost =  0.193114907922
Iteration:- 46  Cost =  0.188312090942
Iteration:- 47  Cost =  0.183989034681
Iteration:- 48  Cost =  0.180088856225
Iteration:- 49  Cost =  0.176561473261
Iteration:- 50  Cost =  0.173362790733
Iteration:- 51  Cost =  0.170453984777
Iteration:- 52  Cost =  0.167800872298
Iteration:- 53  Cost =  0.165373355941
Iteration:- 54  Cost =  0.163144935456
Iteration:- 55  Cost =  0.161092277487
Iteration:- 56  Cost =  0.159194836831
Iteration:- 57  Cost =  0.15743452298
Iteration:- 58  Cost =  0.155795406559
Iteration:- 59  Cost =  0.154263460858
Iteration:- 60  Cost =  0.152826334293
Iteration:- 61  Cost =  0.151473150069
Iteration:- 62  Cost =  0.150194329809
Iteration:- 63  Cost =  0.148981438274
Iteration:- 64  Cost =  0.147827046661
Iteration:- 65  Cost =  0.146724612237
Iteration:- 66  Cost =  0.145668372386
Iteration:- 67  Cost =  0.144653251313
Iteration:- 68  Cost =  0.143674777918
Iteration:- 69  Cost =  0.142729013481
Iteration:- 70  Cost =  0.141812488007
Iteration:- 71  Cost =  0.140922144175
Iteration:- 72  Cost =  0.140055287996
Iteration:- 73  Cost =  0.139209545371
Iteration:- 74  Cost =  0.138382823842
Iteration:- 75  Cost =  0.137573278924
Iteration:- 76  Cost =  0.136779284455
Iteration:- 77  Cost =  0.1359994065
Iteration:- 78  Cost =  0.135232380369
Iteration:- 79  Cost =  0.134477090392
Iteration:- 80  Cost =  0.133732552103
Iteration:- 81  Cost =  0.132997896564
Iteration:- 82  Cost =  0.132272356557
Iteration:- 83  Cost =  0.131555254429
Iteration:- 84  Cost =  0.130845991397
Iteration:- 85  Cost =  0.130144038119
Iteration:- 86  Cost =  0.129448926408
Iteration:- 87  Cost =  0.128760241924
Iteration:- 88  Cost =  0.128077617746
Iteration:- 89  Cost =  0.127400728715
Iteration:- 90  Cost =  0.126729286447
Iteration:- 91  Cost =  0.126063034948
Iteration:- 92  Cost =  0.125401746751
Iteration:- 93  Cost =  0.124745219516
Iteration:- 94  Cost =  0.124093273032
Iteration:- 95  Cost =  0.123445746588
Iteration:- 96  Cost =  0.122802496646
Iteration:- 97  Cost =  0.122163394798
Iteration:- 98  Cost =  0.121528325974
Iteration:- 99  Cost =  0.120897186849
Iteration:- 100  Cost =  0.120269884454
Iteration:- 101  Cost =  0.119646334947
Iteration:- 102  Cost =  0.119026462531
Iteration:- 103  Cost =  0.118410198505
Iteration:- 104  Cost =  0.117797480423
Iteration:- 105  Cost =  0.117188251356
Iteration:- 106  Cost =  0.116582459246
Iteration:- 107  Cost =  0.11598005633
Iteration:- 108  Cost =  0.115380998639
Iteration:- 109  Cost =  0.114785245554
Iteration:- 110  Cost =  0.114192759414
Iteration:- 111  Cost =  0.113603505174
Iteration:- 112  Cost =  0.113017450102
Iteration:- 113  Cost =  0.11243456351
Iteration:- 114  Cost =  0.111854816525
Iteration:- 115  Cost =  0.111278181874
Iteration:- 116  Cost =  0.110704633711
Iteration:- 117  Cost =  0.110134147447
Iteration:- 118  Cost =  0.109566699618
Iteration:- 119  Cost =  0.109002267756
Iteration:- 120  Cost =  0.108440830276
Iteration:- 121  Cost =  0.107882366389
Iteration:- 122  Cost =  0.107326856008
Iteration:- 123  Cost =  0.106774279677
Iteration:- 124  Cost =  0.106224618504
Iteration:- 125  Cost =  0.105677854104
Iteration:- 126  Cost =  0.105133968549
Iteration:- 127  Cost =  0.104592944317
Iteration:- 128  Cost =  0.104054764259
Iteration:- 129  Cost =  0.10351941156
Iteration:- 130  Cost =  0.10298686971
Iteration:- 131  Cost =  0.102457122474
Iteration:- 132  Cost =  0.101930153872
Iteration:- 133  Cost =  0.101405948153
Iteration:- 134  Cost =  0.100884489781
Iteration:- 135  Cost =  0.100365763414
Iteration:- 136  Cost =  0.0998497538932
Iteration:- 137  Cost =  0.0993364462279
Iteration:- 138  Cost =  0.0988258255841
Iteration:- 139  Cost =  0.0983178772751
Iteration:- 140  Cost =  0.0978125867526
Iteration:- 141  Cost =  0.0973099395979
Iteration:- 142  Cost =  0.0968099215161
Iteration:- 143  Cost =  0.0963125183288
Iteration:- 144  Cost =  0.0958177159691
Iteration:- 145  Cost =  0.0953255004768
Iteration:- 146  Cost =  0.0948358579936
Iteration:- 147  Cost =  0.0943487747595
Iteration:- 148  Cost =  0.0938642371094
Iteration:- 149  Cost =  0.0933822314698
Iteration:- 150  Cost =  0.0929027443561
Iteration:- 151  Cost =  0.0924257623701
Iteration:- 152  Cost =  0.0919512721979
Iteration:- 153  Cost =  0.0914792606076
Iteration:- 154  Cost =  0.0910097144478
Iteration:- 155  Cost =  0.0905426206458
Iteration:- 156  Cost =  0.0900779662063
Iteration:- 157  Cost =  0.0896157382096
Iteration:- 158  Cost =  0.0891559238111
Iteration:- 159  Cost =  0.0886985102393
Iteration:- 160  Cost =  0.0882434847956
Iteration:- 161  Cost =  0.0877908348527
Iteration:- 162  Cost =  0.0873405478542
Iteration:- 163  Cost =  0.0868926113134
Iteration:- 164  Cost =  0.0864470128129
Iteration:- 165  Cost =  0.0860037400037
Iteration:- 166  Cost =  0.0855627806044
Iteration:- 167  Cost =  0.0851241224009
Iteration:- 168  Cost =  0.0846877532455
Iteration:- 169  Cost =  0.0842536610568
Iteration:- 170  Cost =  0.0838218338184
Iteration:- 171  Cost =  0.0833922595792
Iteration:- 172  Cost =  0.0829649264524
Iteration:- 173  Cost =  0.0825398226154
Iteration:- 174  Cost =  0.0821169363088
Iteration:- 175  Cost =  0.0816962558367
Iteration:- 176  Cost =  0.0812777695656
Iteration:- 177  Cost =  0.0808614659245
Iteration:- 178  Cost =  0.0804473334042
Iteration:- 179  Cost =  0.080035360557
Iteration:- 180  Cost =  0.0796255359963
Iteration:- 181  Cost =  0.0792178483964
Iteration:- 182  Cost =  0.0788122864918
Iteration:- 183  Cost =  0.0784088390772
Iteration:- 184  Cost =  0.078007495007
Iteration:- 185  Cost =  0.0776082431947
Iteration:- 186  Cost =  0.0772110726131
Iteration:- 187  Cost =  0.0768159722935
Iteration:- 188  Cost =  0.0764229313256
Iteration:- 189  Cost =  0.0760319388571
Iteration:- 190  Cost =  0.0756429840935
Iteration:- 191  Cost =  0.0752560562973
Iteration:- 192  Cost =  0.0748711447886
Iteration:- 193  Cost =  0.0744882389437
Iteration:- 194  Cost =  0.0741073281957
Iteration:- 195  Cost =  0.0737284020337
Iteration:- 196  Cost =  0.0733514500026
Iteration:- 197  Cost =  0.0729764617028
Iteration:- 198  Cost =  0.0726034267898
Iteration:- 199  Cost =  0.0722323349743
Iteration:- 200  Cost =  0.0718631760214
Iteration:- 201  Cost =  0.0714959397506
Iteration:- 202  Cost =  0.0711306160352
Iteration:- 203  Cost =  0.0707671948027
Iteration:- 204  Cost =  0.0704056660335
Iteration:- 205  Cost =  0.0700460197616
Iteration:- 206  Cost =  0.0696882460737
Iteration:- 207  Cost =  0.069332335109
Iteration:- 208  Cost =  0.0689782770592
Iteration:- 209  Cost =  0.0686260621678
Iteration:- 210  Cost =  0.0682756807303
Iteration:- 211  Cost =  0.0679271230936
Iteration:- 212  Cost =  0.0675803796555
Iteration:- 213  Cost =  0.0672354408653
Iteration:- 214  Cost =  0.0668922972223
Iteration:- 215  Cost =  0.0665509392768
Iteration:- 216  Cost =  0.0662113576287
Iteration:- 217  Cost =  0.0658735429281
Iteration:- 218  Cost =  0.0655374858745
Iteration:- 219  Cost =  0.0652031772168
Iteration:- 220  Cost =  0.0648706077529
Iteration:- 221  Cost =  0.0645397683294
Iteration:- 222  Cost =  0.0642106498416
Iteration:- 223  Cost =  0.063883243233
Iteration:- 224  Cost =  0.0635575394952
Iteration:- 225  Cost =  0.0632335296673
Iteration:- 226  Cost =  0.0629112048362
Iteration:- 227  Cost =  0.0625905561359
Iteration:- 228  Cost =  0.0622715747474
Iteration:- 229  Cost =  0.0619542518985
Iteration:- 230  Cost =  0.0616385788634
Iteration:- 231  Cost =  0.0613245469626
Iteration:- 232  Cost =  0.0610121475627
Iteration:- 233  Cost =  0.0607013720759
Iteration:- 234  Cost =  0.0603922119601
Iteration:- 235  Cost =  0.0600846587182
Iteration:- 236  Cost =  0.0597787038985
Iteration:- 237  Cost =  0.0594743390937
Iteration:- 238  Cost =  0.0591715559412
Iteration:- 239  Cost =  0.0588703461229
Iteration:- 240  Cost =  0.0585707013646
Iteration:- 241  Cost =  0.0582726134359
Iteration:- 242  Cost =  0.0579760741501
Iteration:- 243  Cost =  0.0576810753639
Iteration:- 244  Cost =  0.0573876089771
Iteration:- 245  Cost =  0.0570956669324
Iteration:- 246  Cost =  0.0568052412151
Iteration:- 247  Cost =  0.0565163238533
Iteration:- 248  Cost =  0.0562289069169
Iteration:- 249  Cost =  0.0559429825181
Iteration:- 250  Cost =  0.0556585428108
Iteration:- 251  Cost =  0.0553755799905
Iteration:- 252  Cost =  0.0550940862939
Iteration:- 253  Cost =  0.054814053999
Iteration:- 254  Cost =  0.0545354754247
Iteration:- 255  Cost =  0.0542583429303
Iteration:- 256  Cost =  0.053982648916
Iteration:- 257  Cost =  0.0537083858219
Iteration:- 258  Cost =  0.0534355461284
Iteration:- 259  Cost =  0.0531641223554
Iteration:- 260  Cost =  0.0528941070629
Iteration:- 261  Cost =  0.0526254928497
Iteration:- 262  Cost =  0.0523582723543
Iteration:- 263  Cost =  0.052092438254
Iteration:- 264  Cost =  0.0518279832648
Iteration:- 265  Cost =  0.0515649001413
Iteration:- 266  Cost =  0.0513031816766
Iteration:- 267  Cost =  0.0510428207019
Iteration:- 268  Cost =  0.0507838100861
Iteration:- 269  Cost =  0.0505261427363
Iteration:- 270  Cost =  0.0502698115968
Iteration:- 271  Cost =  0.0500148096494
Iteration:- 272  Cost =  0.0497611299131
Iteration:- 273  Cost =  0.0495087654437
Iteration:- 274  Cost =  0.049257709334
Iteration:- 275  Cost =  0.049007954713
Iteration:- 276  Cost =  0.0487594947465
Iteration:- 277  Cost =  0.0485123226362
Iteration:- 278  Cost =  0.0482664316198
Iteration:- 279  Cost =  0.0480218149708
Iteration:- 280  Cost =  0.0477784659986
Iteration:- 281  Cost =  0.0475363780474
Iteration:- 282  Cost =  0.0472955444973
Iteration:- 283  Cost =  0.0470559587629
Iteration:- 284  Cost =  0.046817614294
Iteration:- 285  Cost =  0.0465805045749
Iteration:- 286  Cost =  0.0463446231244
Iteration:- 287  Cost =  0.0461099634957
Iteration:- 288  Cost =  0.0458765192758
Iteration:- 289  Cost =  0.0456442840861
Iteration:- 290  Cost =  0.0454132515814
Iteration:- 291  Cost =  0.0451834154502
Iteration:- 292  Cost =  0.0449547694144
Iteration:- 293  Cost =  0.0447273072291
Iteration:- 294  Cost =  0.0445010226823
Iteration:- 295  Cost =  0.0442759095952
Iteration:- 296  Cost =  0.0440519618214
Iteration:- 297  Cost =  0.0438291732471
Iteration:- 298  Cost =  0.0436075377908
Iteration:- 299  Cost =  0.0433870494033
Iteration:- 300  Cost =  0.0431677020673
Iteration:- 301  Cost =  0.0429494897973
Iteration:- 302  Cost =  0.0427324066395
Iteration:- 303  Cost =  0.0425164466716
Iteration:- 304  Cost =  0.0423016040026
Iteration:- 305  Cost =  0.0420878727728
Iteration:- 306  Cost =  0.0418752471532
Iteration:- 307  Cost =  0.0416637213458
Iteration:- 308  Cost =  0.0414532895834
Iteration:- 309  Cost =  0.0412439461291
Iteration:- 310  Cost =  0.0410356852762
Iteration:- 311  Cost =  0.0408285013487
Iteration:- 312  Cost =  0.0406223887
Iteration:- 313  Cost =  0.0404173417137
Iteration:- 314  Cost =  0.0402133548031
Iteration:- 315  Cost =  0.0400104224109
Iteration:- 316  Cost =  0.0398085390093
Iteration:- 317  Cost =  0.0396076990997
Iteration:- 318  Cost =  0.0394078972125
Iteration:- 319  Cost =  0.0392091279071
Iteration:- 320  Cost =  0.0390113857716
Iteration:- 321  Cost =  0.0388146654227
Iteration:- 322  Cost =  0.0386189615056
Iteration:- 323  Cost =  0.0384242686939
Iteration:- 324  Cost =  0.0382305816892
Iteration:- 325  Cost =  0.0380378952211
Iteration:- 326  Cost =  0.0378462040471
Iteration:- 327  Cost =  0.0376555029525
Iteration:- 328  Cost =  0.0374657867501
Iteration:- 329  Cost =  0.03727705028
Iteration:- 330  Cost =  0.0370892884098
Iteration:- 331  Cost =  0.0369024960339
Iteration:- 332  Cost =  0.036716668074
Iteration:- 333  Cost =  0.0365317994785
Iteration:- 334  Cost =  0.0363478852225
Iteration:- 335  Cost =  0.0361649203076
Iteration:- 336  Cost =  0.0359828997619
Iteration:- 337  Cost =  0.0358018186398
Iteration:- 338  Cost =  0.0356216720216
Iteration:- 339  Cost =  0.0354424550138
Iteration:- 340  Cost =  0.0352641627488
Iteration:- 341  Cost =  0.0350867903845
Iteration:- 342  Cost =  0.0349103331046
Iteration:- 343  Cost =  0.0347347861181
Iteration:- 344  Cost =  0.0345601446594
Iteration:- 345  Cost =  0.034386403988
Iteration:- 346  Cost =  0.0342135593884
Iteration:- 347  Cost =  0.0340416061702
Iteration:- 348  Cost =  0.0338705396675
Iteration:- 349  Cost =  0.0337003552393
Iteration:- 350  Cost =  0.033531048269
Iteration:- 351  Cost =  0.0333626141644
Iteration:- 352  Cost =  0.0331950483574
Iteration:- 353  Cost =  0.0330283463043
Iteration:- 354  Cost =  0.0328625034852
Iteration:- 355  Cost =  0.0326975154041
Iteration:- 356  Cost =  0.0325333775889
Iteration:- 357  Cost =  0.0323700855908
Iteration:- 358  Cost =  0.0322076349848
Iteration:- 359  Cost =  0.032046021369
Iteration:- 360  Cost =  0.031885240365
Iteration:- 361  Cost =  0.0317252876174
Iteration:- 362  Cost =  0.0315661587936
Iteration:- 363  Cost =  0.0314078495843
Iteration:- 364  Cost =  0.0312503557025
Iteration:- 365  Cost =  0.0310936728842
Iteration:- 366  Cost =  0.0309377968876
Iteration:- 367  Cost =  0.0307827234936
Iteration:- 368  Cost =  0.030628448505
Iteration:- 369  Cost =  0.0304749677471
Iteration:- 370  Cost =  0.0303222770671
Iteration:- 371  Cost =  0.0301703723341
Iteration:- 372  Cost =  0.030019249439
Iteration:- 373  Cost =  0.0298689042943
Iteration:- 374  Cost =  0.0297193328344
Iteration:- 375  Cost =  0.0295705310147
Iteration:- 376  Cost =  0.0294224948122
Iteration:- 377  Cost =  0.0292752202253
Iteration:- 378  Cost =  0.0291287032731
Iteration:- 379  Cost =  0.028982939996
Iteration:- 380  Cost =  0.0288379264551
Iteration:- 381  Cost =  0.0286936587326
Iteration:- 382  Cost =  0.0285501329311
Iteration:- 383  Cost =  0.0284073451737
Iteration:- 384  Cost =  0.0282652916042
Iteration:- 385  Cost =  0.0281239683865
Iteration:- 386  Cost =  0.027983371705
Iteration:- 387  Cost =  0.027843497764
Iteration:- 388  Cost =  0.027704342788
Iteration:- 389  Cost =  0.0275659030212
Iteration:- 390  Cost =  0.0274281747277
Iteration:- 391  Cost =  0.0272911541915
Iteration:- 392  Cost =  0.027154837716
Iteration:- 393  Cost =  0.027019221624
Iteration:- 394  Cost =  0.0268843022579
Iteration:- 395  Cost =  0.0267500759794
Iteration:- 396  Cost =  0.0266165391692
Iteration:- 397  Cost =  0.0264836882272
Iteration:- 398  Cost =  0.0263515195722
Iteration:- 399  Cost =  0.0262200296421
Iteration:- 400  Cost =  0.0260892148933
Iteration:- 401  Cost =  0.0259590718012
Iteration:- 402  Cost =  0.0258295968594
Iteration:- 403  Cost =  0.0257007865803
Iteration:- 404  Cost =  0.0255726374945
Iteration:- 405  Cost =  0.025445146151
Iteration:- 406  Cost =  0.025318309117
Iteration:- 407  Cost =  0.0251921229777
Iteration:- 408  Cost =  0.0250665843364
Iteration:- 409  Cost =  0.0249416898142
Iteration:- 410  Cost =  0.0248174360501
Iteration:- 411  Cost =  0.0246938197008
Iteration:- 412  Cost =  0.0245708374405
Iteration:- 413  Cost =  0.0244484859612
Iteration:- 414  Cost =  0.0243267619721
Iteration:- 415  Cost =  0.0242056621998
Iteration:- 416  Cost =  0.0240851833881
Iteration:- 417  Cost =  0.0239653222981
Iteration:- 418  Cost =  0.0238460757078
Iteration:- 419  Cost =  0.0237274404124
Iteration:- 420  Cost =  0.0236094132237
Iteration:- 421  Cost =  0.0234919909705
Iteration:- 422  Cost =  0.0233751704984
Iteration:- 423  Cost =  0.0232589486692
Iteration:- 424  Cost =  0.0231433223617
Iteration:- 425  Cost =  0.023028288471
Iteration:- 426  Cost =  0.0229138439083
Iteration:- 427  Cost =  0.0227999856014
Iteration:- 428  Cost =  0.0226867104942
Iteration:- 429  Cost =  0.0225740155467
Iteration:- 430  Cost =  0.0224618977347
Iteration:- 431  Cost =  0.0223503540502
Iteration:- 432  Cost =  0.0222393815009
Iteration:- 433  Cost =  0.0221289771103
Iteration:- 434  Cost =  0.0220191379177
Iteration:- 435  Cost =  0.0219098609778
Iteration:- 436  Cost =  0.0218011433608
Iteration:- 437  Cost =  0.0216929821526
Iteration:- 438  Cost =  0.021585374454
Iteration:- 439  Cost =  0.0214783173815
Iteration:- 440  Cost =  0.0213718080666
Iteration:- 441  Cost =  0.0212658436558
Iteration:- 442  Cost =  0.0211604213108
Iteration:- 443  Cost =  0.0210555382082
Iteration:- 444  Cost =  0.0209511915394
Iteration:- 445  Cost =  0.0208473785106
Iteration:- 446  Cost =  0.0207440963428
Iteration:- 447  Cost =  0.0206413422714
Iteration:- 448  Cost =  0.0205391135467
Iteration:- 449  Cost =  0.0204374074332
Iteration:- 450  Cost =  0.0203362212099
Iteration:- 451  Cost =  0.02023555217
Iteration:- 452  Cost =  0.0201353976212
Iteration:- 453  Cost =  0.0200357548852
Iteration:- 454  Cost =  0.0199366212977
Iteration:- 455  Cost =  0.0198379942086
Iteration:- 456  Cost =  0.0197398709817
Iteration:- 457  Cost =  0.0196422489946
Iteration:- 458  Cost =  0.0195451256388
Iteration:- 459  Cost =  0.0194484983195
Iteration:- 460  Cost =  0.0193523644555
Iteration:- 461  Cost =  0.0192567214791
Iteration:- 462  Cost =  0.0191615668364
Iteration:- 463  Cost =  0.0190668979866
Iteration:- 464  Cost =  0.0189727124025
Iteration:- 465  Cost =  0.0188790075701
Iteration:- 466  Cost =  0.0187857809887
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Iteration:- 468  Cost =  0.0186007526412
Iteration:- 469  Cost =  0.0185089459392
Iteration:- 470  Cost =  0.0184176076159
Iteration:- 471  Cost =  0.0183267352357
Iteration:- 472  Cost =  0.0182363263756
Iteration:- 473  Cost =  0.0181463786256
Iteration:- 474  Cost =  0.0180568895882
Iteration:- 475  Cost =  0.0179678568785
Iteration:- 476  Cost =  0.0178792781242
Iteration:- 477  Cost =  0.0177911509655
Iteration:- 478  Cost =  0.017703473055
Iteration:- 479  Cost =  0.0176162420576
Iteration:- 480  Cost =  0.0175294556504
Iteration:- 481  Cost =  0.0174431115229
Iteration:- 482  Cost =  0.0173572073766
Iteration:- 483  Cost =  0.0172717409252
Iteration:- 484  Cost =  0.0171867098942
Iteration:- 485  Cost =  0.0171021120214
Iteration:- 486  Cost =  0.0170179450561
Iteration:- 487  Cost =  0.0169342067598
Iteration:- 488  Cost =  0.0168508949055
Iteration:- 489  Cost =  0.016768007278
Iteration:- 490  Cost =  0.0166855416738
Iteration:- 491  Cost =  0.0166034959008
Iteration:- 492  Cost =  0.0165218677787
Iteration:- 493  Cost =  0.0164406551384
Iteration:- 494  Cost =  0.0163598558222
Iteration:- 495  Cost =  0.016279467684
Iteration:- 496  Cost =  0.0161994885887
Iteration:- 497  Cost =  0.0161199164126
Iteration:- 498  Cost =  0.016040749043
Iteration:- 499  Cost =  0.0159619843785
Iteration:- 500  Cost =  0.0158836203285
Iteration:- 501  Cost =  0.0158056548136
Iteration:- 502  Cost =  0.0157280857651
Iteration:- 503  Cost =  0.0156509111254
Iteration:- 504  Cost =  0.0155741288476
Iteration:- 505  Cost =  0.0154977368956
Iteration:- 506  Cost =  0.0154217332438
Iteration:- 507  Cost =  0.0153461158774
Iteration:- 508  Cost =  0.0152708827923
Iteration:- 509  Cost =  0.0151960319947
Iteration:- 510  Cost =  0.0151215615013
Iteration:- 511  Cost =  0.0150474693395
Iteration:- 512  Cost =  0.0149737535466
Iteration:- 513  Cost =  0.0149004121705
Iteration:- 514  Cost =  0.0148274432694
Iteration:- 515  Cost =  0.0147548449114
Iteration:- 516  Cost =  0.0146826151751
Iteration:- 517  Cost =  0.0146107521489
Iteration:- 518  Cost =  0.0145392539314
Iteration:- 519  Cost =  0.0144681186311
Iteration:- 520  Cost =  0.0143973443665
Iteration:- 521  Cost =  0.0143269292659
Iteration:- 522  Cost =  0.0142568714674
Iteration:- 523  Cost =  0.0141871691191
Iteration:- 524  Cost =  0.0141178203785
Iteration:- 525  Cost =  0.0140488234129
Iteration:- 526  Cost =  0.0139801763994
Iteration:- 527  Cost =  0.0139118775244
Iteration:- 528  Cost =  0.0138439249839
Iteration:- 529  Cost =  0.0137763169835
Iteration:- 530  Cost =  0.013709051738
Iteration:- 531  Cost =  0.0136421274716
Iteration:- 532  Cost =  0.0135755424181
Iteration:- 533  Cost =  0.0135092948202
Iteration:- 534  Cost =  0.01344338293
Iteration:- 535  Cost =  0.0133778050087
Iteration:- 536  Cost =  0.0133125593267
Iteration:- 537  Cost =  0.0132476441635
Iteration:- 538  Cost =  0.0131830578075
Iteration:- 539  Cost =  0.0131187985561
Iteration:- 540  Cost =  0.0130548647158
Iteration:- 541  Cost =  0.0129912546017
Iteration:- 542  Cost =  0.0129279665379
Iteration:- 543  Cost =  0.0128649988574
Iteration:- 544  Cost =  0.0128023499017
Iteration:- 545  Cost =  0.0127400180211
Iteration:- 546  Cost =  0.0126780015747
Iteration:- 547  Cost =  0.0126162989299
Iteration:- 548  Cost =  0.0125549084629
Iteration:- 549  Cost =  0.0124938285584
Iteration:- 550  Cost =  0.0124330576094
Iteration:- 551  Cost =  0.0123725940176
Iteration:- 552  Cost =  0.0123124361927
Iteration:- 553  Cost =  0.012252582553
Iteration:- 554  Cost =  0.0121930315252
Iteration:- 555  Cost =  0.0121337815439
Iteration:- 556  Cost =  0.0120748310522
Iteration:- 557  Cost =  0.0120161785012
Iteration:- 558  Cost =  0.0119578223502
Iteration:- 559  Cost =  0.0118997610665
Iteration:- 560  Cost =  0.0118419931255
Iteration:- 561  Cost =  0.0117845170106
Iteration:- 562  Cost =  0.011727331213
Iteration:- 563  Cost =  0.0116704342321
Iteration:- 564  Cost =  0.0116138245748
Iteration:- 565  Cost =  0.011557500756
Iteration:- 566  Cost =  0.0115014612985
Iteration:- 567  Cost =  0.0114457047327
Iteration:- 568  Cost =  0.0113902295967
Iteration:- 569  Cost =  0.0113350344362
Iteration:- 570  Cost =  0.0112801178048
Iteration:- 571  Cost =  0.0112254782632
Iteration:- 572  Cost =  0.0111711143801
Iteration:- 573  Cost =  0.0111170247314
Iteration:- 574  Cost =  0.0110632079007
Iteration:- 575  Cost =  0.0110096624787
Iteration:- 576  Cost =  0.0109563870638
Iteration:- 577  Cost =  0.0109033802616
Iteration:- 578  Cost =  0.0108506406849
Iteration:- 579  Cost =  0.0107981669539
Iteration:- 580  Cost =  0.0107459576961
Iteration:- 581  Cost =  0.0106940115459
Iteration:- 582  Cost =  0.0106423271452
Iteration:- 583  Cost =  0.0105909031427
Iteration:- 584  Cost =  0.0105397381944
Iteration:- 585  Cost =  0.0104888309632
Iteration:- 586  Cost =  0.0104381801191
Iteration:- 587  Cost =  0.0103877843389
Iteration:- 588  Cost =  0.0103376423065
Iteration:- 589  Cost =  0.0102877527127
Iteration:- 590  Cost =  0.0102381142549
Iteration:- 591  Cost =  0.0101887256375
Iteration:- 592  Cost =  0.0101395855718
Iteration:- 593  Cost =  0.0100906927756
Iteration:- 594  Cost =  0.0100420459736
Iteration:- 595  Cost =  0.00999364389709
Iteration:- 596  Cost =  0.00994548528392
Iteration:- 597  Cost =  0.00989756887867
Iteration:- 598  Cost =  0.00984989343244
Iteration:- 599  Cost =  0.00980245770285
Iteration:- 600  Cost =  0.00975526045405
Iteration:- 601  Cost =  0.00970830045664
Iteration:- 602  Cost =  0.00966157648763
Iteration:- 603  Cost =  0.00961508733046
Iteration:- 604  Cost =  0.0095688317749
Iteration:- 605  Cost =  0.00952280861709
Iteration:- 606  Cost =  0.00947701665942
Iteration:- 607  Cost =  0.00943145471058
Iteration:- 608  Cost =  0.00938612158547
Iteration:- 609  Cost =  0.00934101610519
Iteration:- 610  Cost =  0.00929613709701
Iteration:- 611  Cost =  0.00925148339431
Iteration:- 612  Cost =  0.00920705383661
Iteration:- 613  Cost =  0.00916284726945
Iteration:- 614  Cost =  0.00911886254444
Iteration:- 615  Cost =  0.00907509851917
Iteration:- 616  Cost =  0.00903155405723
Iteration:- 617  Cost =  0.00898822802811
Iteration:- 618  Cost =  0.00894511930725
Iteration:- 619  Cost =  0.00890222677593
Iteration:- 620  Cost =  0.00885954932131
Iteration:- 621  Cost =  0.00881708583634
Iteration:- 622  Cost =  0.00877483521977
Iteration:- 623  Cost =  0.0087327963761
Iteration:- 624  Cost =  0.00869096821555
Iteration:- 625  Cost =  0.00864934965404
Iteration:- 626  Cost =  0.00860793961314
Iteration:- 627  Cost =  0.00856673702008
Iteration:- 628  Cost =  0.00852574080768
Iteration:- 629  Cost =  0.00848494991432
Iteration:- 630  Cost =  0.00844436328395
Iteration:- 631  Cost =  0.00840397986603
Iteration:- 632  Cost =  0.00836379861549
Iteration:- 633  Cost =  0.00832381849274
Iteration:- 634  Cost =  0.00828403846361
Iteration:- 635  Cost =  0.00824445749933
Iteration:- 636  Cost =  0.0082050745765
Iteration:- 637  Cost =  0.00816588867707
Iteration:- 638  Cost =  0.0081268987883
Iteration:- 639  Cost =  0.00808810390275
Iteration:- 640  Cost =  0.00804950301822
Iteration:- 641  Cost =  0.00801109513776
Iteration:- 642  Cost =  0.00797287926962
Iteration:- 643  Cost =  0.00793485442721
Iteration:- 644  Cost =  0.00789701962912
Iteration:- 645  Cost =  0.00785937389904
Iteration:- 646  Cost =  0.00782191626577
Iteration:- 647  Cost =  0.00778464576316
Iteration:- 648  Cost =  0.00774756143012
Iteration:- 649  Cost =  0.00771066231058
Iteration:- 650  Cost =  0.00767394745343
Iteration:- 651  Cost =  0.00763741591256
Iteration:- 652  Cost =  0.00760106674677
Iteration:- 653  Cost =  0.00756489901977
Iteration:- 654  Cost =  0.00752891180018
Iteration:- 655  Cost =  0.00749310416146
Iteration:- 656  Cost =  0.0074574751819
Iteration:- 657  Cost =  0.00742202394462
Iteration:- 658  Cost =  0.00738674953749
Iteration:- 659  Cost =  0.00735165105316
Iteration:- 660  Cost =  0.00731672758902
Iteration:- 661  Cost =  0.00728197824714
Iteration:- 662  Cost =  0.0072474021343
Iteration:- 663  Cost =  0.00721299836192
Iteration:- 664  Cost =  0.00717876604606
Iteration:- 665  Cost =  0.00714470430739
Iteration:- 666  Cost =  0.00711081227117
Iteration:- 667  Cost =  0.00707708906721
Iteration:- 668  Cost =  0.00704353382986
Iteration:- 669  Cost =  0.00701014569799
Iteration:- 670  Cost =  0.00697692381495
Iteration:- 671  Cost =  0.00694386732857
Iteration:- 672  Cost =  0.00691097539109
Iteration:- 673  Cost =  0.00687824715921
Iteration:- 674  Cost =  0.00684568179399
Iteration:- 675  Cost =  0.00681327846089
Iteration:- 676  Cost =  0.0067810363297
Iteration:- 677  Cost =  0.00674895457454
Iteration:- 678  Cost =  0.00671703237384
Iteration:- 679  Cost =  0.00668526891031
Iteration:- 680  Cost =  0.00665366337092
Iteration:- 681  Cost =  0.00662221494686
Iteration:- 682  Cost =  0.00659092283355
Iteration:- 683  Cost =  0.0065597862306
Iteration:- 684  Cost =  0.00652880434178
Iteration:- 685  Cost =  0.00649797637501
Iteration:- 686  Cost =  0.00646730154236
Iteration:- 687  Cost =  0.00643677905995
Iteration:- 688  Cost =  0.00640640814805
Iteration:- 689  Cost =  0.00637618803093
Iteration:- 690  Cost =  0.00634611793694
Iteration:- 691  Cost =  0.00631619709842
Iteration:- 692  Cost =  0.00628642475174
Iteration:- 693  Cost =  0.00625680013721
Iteration:- 694  Cost =  0.00622732249912
Iteration:- 695  Cost =  0.00619799108568
Iteration:- 696  Cost =  0.00616880514903
Iteration:- 697  Cost =  0.00613976394519
Iteration:- 698  Cost =  0.00611086673404
Iteration:- 699  Cost =  0.00608211277935
Iteration:- 700  Cost =  0.00605350134869
Iteration:- 701  Cost =  0.00602503171346
Iteration:- 702  Cost =  0.00599670314882
Iteration:- 703  Cost =  0.00596851493375
Iteration:- 704  Cost =  0.00594046635094
Iteration:- 705  Cost =  0.00591255668684
Iteration:- 706  Cost =  0.0058847852316
Iteration:- 707  Cost =  0.00585715127905
Iteration:- 708  Cost =  0.00582965412673
Iteration:- 709  Cost =  0.0058022930758
Iteration:- 710  Cost =  0.00577506743108
Iteration:- 711  Cost =  0.00574797650097
Iteration:- 712  Cost =  0.00572101959751
Iteration:- 713  Cost =  0.0056941960363
Iteration:- 714  Cost =  0.00566750513649
Iteration:- 715  Cost =  0.00564094622078
Iteration:- 716  Cost =  0.00561451861539
Iteration:- 717  Cost =  0.00558822165005
Iteration:- 718  Cost =  0.00556205465796
Iteration:- 719  Cost =  0.00553601697581
Iteration:- 720  Cost =  0.00551010794371
Iteration:- 721  Cost =  0.00548432690522
Iteration:- 722  Cost =  0.00545867320731
Iteration:- 723  Cost =  0.00543314620033
Iteration:- 724  Cost =  0.00540774523803
Iteration:- 725  Cost =  0.00538246967751
Iteration:- 726  Cost =  0.00535731887919
Iteration:- 727  Cost =  0.00533229220685
Iteration:- 728  Cost =  0.00530738902755
Iteration:- 729  Cost =  0.00528260871164
Iteration:- 730  Cost =  0.00525795063276
Iteration:- 731  Cost =  0.00523341416779
Iteration:- 732  Cost =  0.00520899869684
Iteration:- 733  Cost =  0.00518470360326
Iteration:- 734  Cost =  0.00516052827359
Iteration:- 735  Cost =  0.00513647209756
Iteration:- 736  Cost =  0.00511253446806
Iteration:- 737  Cost =  0.00508871478115
Iteration:- 738  Cost =  0.00506501243603
Iteration:- 739  Cost =  0.00504142683498
Iteration:- 740  Cost =  0.00501795738344
Iteration:- 741  Cost =  0.0049946034899
Iteration:- 742  Cost =  0.00497136456593
Iteration:- 743  Cost =  0.00494824002615
Iteration:- 744  Cost =  0.00492522928824
Iteration:- 745  Cost =  0.00490233177287
Iteration:- 746  Cost =  0.00487954690375
Iteration:- 747  Cost =  0.00485687410756
Iteration:- 748  Cost =  0.00483431281395
Iteration:- 749  Cost =  0.00481186245557
Iteration:- 750  Cost =  0.00478952246796
Iteration:- 751  Cost =  0.00476729228963
Iteration:- 752  Cost =  0.00474517136199
Iteration:- 753  Cost =  0.00472315912933
Iteration:- 754  Cost =  0.00470125503886
Iteration:- 755  Cost =  0.00467945854064
Iteration:- 756  Cost =  0.00465776908756
Iteration:- 757  Cost =  0.00463618613539
Iteration:- 758  Cost =  0.00461470914269
Iteration:- 759  Cost =  0.00459333757085
Iteration:- 760  Cost =  0.00457207088404
Iteration:- 761  Cost =  0.00455090854922
Iteration:- 762  Cost =  0.00452985003609
Iteration:- 763  Cost =  0.00450889481713
Iteration:- 764  Cost =  0.00448804236755
Iteration:- 765  Cost =  0.00446729216526
Iteration:- 766  Cost =  0.00444664369089
Iteration:- 767  Cost =  0.00442609642777
Iteration:- 768  Cost =  0.00440564986191
Iteration:- 769  Cost =  0.00438530348195
Iteration:- 770  Cost =  0.00436505677923
Iteration:- 771  Cost =  0.00434490924769
Iteration:- 772  Cost =  0.00432486038391
Iteration:- 773  Cost =  0.00430490968707
Iteration:- 774  Cost =  0.00428505665895
Iteration:- 775  Cost =  0.00426530080391
Iteration:- 776  Cost =  0.00424564162888
Iteration:- 777  Cost =  0.00422607864335
Iteration:- 778  Cost =  0.00420661135933
Iteration:- 779  Cost =  0.00418723929138
Iteration:- 780  Cost =  0.00416796195657
Iteration:- 781  Cost =  0.00414877887447
Iteration:- 782  Cost =  0.00412968956713
Iteration:- 783  Cost =  0.00411069355908
Iteration:- 784  Cost =  0.00409179037732
Iteration:- 785  Cost =  0.00407297955129
Iteration:- 786  Cost =  0.00405426061287
Iteration:- 787  Cost =  0.00403563309636
Iteration:- 788  Cost =  0.00401709653849
Iteration:- 789  Cost =  0.00399865047836
Iteration:- 790  Cost =  0.00398029445746
Iteration:- 791  Cost =  0.00396202801969
Iteration:- 792  Cost =  0.00394385071125
Iteration:- 793  Cost =  0.00392576208075
Iteration:- 794  Cost =  0.00390776167909
Iteration:- 795  Cost =  0.00388984905952
Iteration:- 796  Cost =  0.00387202377759
Iteration:- 797  Cost =  0.00385428539115
Iteration:- 798  Cost =  0.00383663346035
Iteration:- 799  Cost =  0.0038190675476
Iteration:- 800  Cost =  0.00380158721759
Iteration:- 801  Cost =  0.00378419203723
Iteration:- 802  Cost =  0.00376688157571
Iteration:- 803  Cost =  0.00374965540443
Iteration:- 804  Cost =  0.003732513097
Iteration:- 805  Cost =  0.00371545422924
Iteration:- 806  Cost =  0.00369847837917
Iteration:- 807  Cost =  0.003681585127
Iteration:- 808  Cost =  0.00366477405507
Iteration:- 809  Cost =  0.00364804474793
Iteration:- 810  Cost =  0.00363139679225
Iteration:- 811  Cost =  0.00361482977683
Iteration:- 812  Cost =  0.00359834329262
Iteration:- 813  Cost =  0.00358193693267
Iteration:- 814  Cost =  0.00356561029213
Iteration:- 815  Cost =  0.00354936296825
Iteration:- 816  Cost =  0.00353319456036
Iteration:- 817  Cost =  0.00351710466985
Iteration:- 818  Cost =  0.00350109290018
Iteration:- 819  Cost =  0.00348515885687
Iteration:- 820  Cost =  0.00346930214745
Iteration:- 821  Cost =  0.0034535223815
Iteration:- 822  Cost =  0.0034378191706
Iteration:- 823  Cost =  0.00342219212835
Iteration:- 824  Cost =  0.00340664087035
Iteration:- 825  Cost =  0.00339116501416
Iteration:- 826  Cost =  0.00337576417934
Iteration:- 827  Cost =  0.0033604379874
Iteration:- 828  Cost =  0.00334518606182
Iteration:- 829  Cost =  0.003330008028
Iteration:- 830  Cost =  0.00331490351329
Iteration:- 831  Cost =  0.00329987214697
Iteration:- 832  Cost =  0.00328491356022
Iteration:- 833  Cost =  0.00327002738613
Iteration:- 834  Cost =  0.00325521325968
Iteration:- 835  Cost =  0.00324047081773
Iteration:- 836  Cost =  0.00322579969903
Iteration:- 837  Cost =  0.00321119954418
Iteration:- 838  Cost =  0.00319666999563
Iteration:- 839  Cost =  0.00318221069769
Iteration:- 840  Cost =  0.00316782129651
Iteration:- 841  Cost =  0.00315350144003
Iteration:- 842  Cost =  0.00313925077804
Iteration:- 843  Cost =  0.00312506896213
Iteration:- 844  Cost =  0.00311095564567
Iteration:- 845  Cost =  0.00309691048384
Iteration:- 846  Cost =  0.00308293313359
Iteration:- 847  Cost =  0.00306902325363
Iteration:- 848  Cost =  0.00305518050444
Iteration:- 849  Cost =  0.00304140454824
Iteration:- 850  Cost =  0.00302769504901
Iteration:- 851  Cost =  0.00301405167245
Iteration:- 852  Cost =  0.00300047408597
Iteration:- 853  Cost =  0.00298696195871
Iteration:- 854  Cost =  0.00297351496153
Iteration:- 855  Cost =  0.00296013276695
Iteration:- 856  Cost =  0.0029468150492
Iteration:- 857  Cost =  0.0029335614842
Iteration:- 858  Cost =  0.0029203717495
Iteration:- 859  Cost =  0.00290724552436
Iteration:- 860  Cost =  0.00289418248965
Iteration:- 861  Cost =  0.00288118232791
Iteration:- 862  Cost =  0.00286824472331
Iteration:- 863  Cost =  0.00285536936163
Iteration:- 864  Cost =  0.0028425559303
Iteration:- 865  Cost =  0.00282980411833
Iteration:- 866  Cost =  0.00281711361635
Iteration:- 867  Cost =  0.00280448411656
Iteration:- 868  Cost =  0.00279191531277
Iteration:- 869  Cost =  0.00277940690036
Iteration:- 870  Cost =  0.00276695857628
Iteration:- 871  Cost =  0.00275457003901
Iteration:- 872  Cost =  0.00274224098863
Iteration:- 873  Cost =  0.00272997112673
Iteration:- 874  Cost =  0.00271776015644
Iteration:- 875  Cost =  0.00270560778243
Iteration:- 876  Cost =  0.00269351371088
Iteration:- 877  Cost =  0.00268147764948
Iteration:- 878  Cost =  0.00266949930743
Iteration:- 879  Cost =  0.00265757839543
Iteration:- 880  Cost =  0.00264571462565
Iteration:- 881  Cost =  0.00263390771176
Iteration:- 882  Cost =  0.00262215736889
Iteration:- 883  Cost =  0.00261046331363
Iteration:- 884  Cost =  0.00259882526406
Iteration:- 885  Cost =  0.00258724293966
Iteration:- 886  Cost =  0.0025757160614
Iteration:- 887  Cost =  0.00256424435164
Iteration:- 888  Cost =  0.00255282753421
Iteration:- 889  Cost =  0.00254146533433
Iteration:- 890  Cost =  0.00253015747863
Iteration:- 891  Cost =  0.00251890369518
Iteration:- 892  Cost =  0.0025077037134
Iteration:- 893  Cost =  0.00249655726414
Iteration:- 894  Cost =  0.00248546407961
Iteration:- 895  Cost =  0.00247442389341
Iteration:- 896  Cost =  0.00246343644048
Iteration:- 897  Cost =  0.00245250145717
Iteration:- 898  Cost =  0.00244161868113
Iteration:- 899  Cost =  0.0024307878514
Iteration:- 900  Cost =  0.00242000870835
Iteration:- 901  Cost =  0.00240928099366
Iteration:- 902  Cost =  0.00239860445036
Iteration:- 903  Cost =  0.00238797882279
Iteration:- 904  Cost =  0.00237740385661
Iteration:- 905  Cost =  0.00236687929878
Iteration:- 906  Cost =  0.00235640489756
Iteration:- 907  Cost =  0.00234598040251
Iteration:- 908  Cost =  0.00233560556445
Iteration:- 909  Cost =  0.0023252801355
Iteration:- 910  Cost =  0.00231500386906
Iteration:- 911  Cost =  0.00230477651977
Iteration:- 912  Cost =  0.00229459784354
Iteration:- 913  Cost =  0.00228446759755
Iteration:- 914  Cost =  0.00227438554019
Iteration:- 915  Cost =  0.00226435143112
Iteration:- 916  Cost =  0.00225436503122
Iteration:- 917  Cost =  0.0022444261026
Iteration:- 918  Cost =  0.00223453440858
Iteration:- 919  Cost =  0.0022246897137
Iteration:- 920  Cost =  0.00221489178371
Iteration:- 921  Cost =  0.00220514038557
Iteration:- 922  Cost =  0.00219543528741
Iteration:- 923  Cost =  0.00218577625856
Iteration:- 924  Cost =  0.00217616306955
Iteration:- 925  Cost =  0.00216659549205
Iteration:- 926  Cost =  0.00215707329894
Iteration:- 927  Cost =  0.00214759626423
Iteration:- 928  Cost =  0.0021381641631
Iteration:- 929  Cost =  0.0021287767719
Iteration:- 930  Cost =  0.00211943386809
Iteration:- 931  Cost =  0.0021101352303
Iteration:- 932  Cost =  0.00210088063828
Iteration:- 933  Cost =  0.00209166987292
Iteration:- 934  Cost =  0.0020825027162
Iteration:- 935  Cost =  0.00207337895126
Iteration:- 936  Cost =  0.00206429836232
Iteration:- 937  Cost =  0.00205526073471
Iteration:- 938  Cost =  0.00204626585488
Iteration:- 939  Cost =  0.00203731351034
Iteration:- 940  Cost =  0.0020284034897
Iteration:- 941  Cost =  0.00201953558268
Iteration:- 942  Cost =  0.00201070958002
Iteration:- 943  Cost =  0.00200192527359
Iteration:- 944  Cost =  0.00199318245628
Iteration:- 945  Cost =  0.00198448092206
Iteration:- 946  Cost =  0.00197582046595
Iteration:- 947  Cost =  0.00196720088402
Iteration:- 948  Cost =  0.00195862197339
Iteration:- 949  Cost =  0.00195008353219
Iteration:- 950  Cost =  0.00194158535962
Iteration:- 951  Cost =  0.00193312725588
Iteration:- 952  Cost =  0.00192470902221
Iteration:- 953  Cost =  0.00191633046084
Iteration:- 954  Cost =  0.00190799137504
Iteration:- 955  Cost =  0.00189969156907
Iteration:- 956  Cost =  0.00189143084819
Iteration:- 957  Cost =  0.00188320901866
Iteration:- 958  Cost =  0.00187502588772
Iteration:- 959  Cost =  0.00186688126362
Iteration:- 960  Cost =  0.00185877495556
Iteration:- 961  Cost =  0.00185070677373
Iteration:- 962  Cost =  0.00184267652929
Iteration:- 963  Cost =  0.00183468403435
Iteration:- 964  Cost =  0.00182672910201
Iteration:- 965  Cost =  0.0018188115463
Iteration:- 966  Cost =  0.0018109311822
Iteration:- 967  Cost =  0.00180308782563
Iteration:- 968  Cost =  0.00179528129348
Iteration:- 969  Cost =  0.00178751140355
Iteration:- 970  Cost =  0.00177977797456
Iteration:- 971  Cost =  0.00177208082618
Iteration:- 972  Cost =  0.00176441977899
Iteration:- 973  Cost =  0.00175679465449
Iteration:- 974  Cost =  0.00174920527508
Iteration:- 975  Cost =  0.00174165146406
Iteration:- 976  Cost =  0.00173413304567
Iteration:- 977  Cost =  0.001726649845
Iteration:- 978  Cost =  0.00171920168806
Iteration:- 979  Cost =  0.00171178840174
Iteration:- 980  Cost =  0.00170440981381
Iteration:- 981  Cost =  0.00169706575293
Iteration:- 982  Cost =  0.00168975604861
Iteration:- 983  Cost =  0.00168248053124
Iteration:- 984  Cost =  0.0016752390321
Iteration:- 985  Cost =  0.00166803138329
Iteration:- 986  Cost =  0.00166085741779
Iteration:- 987  Cost =  0.00165371696943
Iteration:- 988  Cost =  0.00164660987287
Iteration:- 989  Cost =  0.00163953596363
Iteration:- 990  Cost =  0.00163249507807
Iteration:- 991  Cost =  0.00162548705336
Iteration:- 992  Cost =  0.00161851172752
Iteration:- 993  Cost =  0.0016115689394
Iteration:- 994  Cost =  0.00160465852865
Iteration:- 995  Cost =  0.00159778033575
Iteration:- 996  Cost =  0.00159093420199
Iteration:- 997  Cost =  0.00158411996947
Iteration:- 998  Cost =  0.00157733748109
Iteration:- 999  Cost =  0.00157058658054
Iteration:- 1000  Cost =  0.00156386711234
Iteration:- 1001  Cost =  0.00155717892176
Iteration:- 1002  Cost =  0.00155052185487
Iteration:- 1003  Cost =  0.00154389575855
Iteration:- 1004  Cost =  0.00153730048041
Iteration:- 1005  Cost =  0.00153073586889
Iteration:- 1006  Cost =  0.00152420177316
Iteration:- 1007  Cost =  0.00151769804317
Iteration:- 1008  Cost =  0.00151122452963
Iteration:- 1009  Cost =  0.00150478108402
Iteration:- 1010  Cost =  0.00149836755857
Iteration:- 1011  Cost =  0.00149198380626
Iteration:- 1012  Cost =  0.00148562968081
Iteration:- 1013  Cost =  0.00147930503669
Iteration:- 1014  Cost =  0.00147300972911
Iteration:- 1015  Cost =  0.00146674361402
Iteration:- 1016  Cost =  0.0014605065481
Iteration:- 1017  Cost =  0.00145429838875
Iteration:- 1018  Cost =  0.00144811899411
Iteration:- 1019  Cost =  0.00144196822301
Iteration:- 1020  Cost =  0.00143584593504
Iteration:- 1021  Cost =  0.00142975199048
Iteration:- 1022  Cost =  0.0014236862503
Iteration:- 1023  Cost =  0.00141764857622
Iteration:- 1024  Cost =  0.00141163883063
Iteration:- 1025  Cost =  0.00140565687663
Iteration:- 1026  Cost =  0.001399702578
Iteration:- 1027  Cost =  0.00139377579924
Iteration:- 1028  Cost =  0.00138787640552
Iteration:- 1029  Cost =  0.00138200426268
Iteration:- 1030  Cost =  0.00137615923728
Iteration:- 1031  Cost =  0.00137034119651
Iteration:- 1032  Cost =  0.00136455000828
Iteration:- 1033  Cost =  0.00135878554113
Iteration:- 1034  Cost =  0.00135304766429
Iteration:- 1035  Cost =  0.00134733624765
Iteration:- 1036  Cost =  0.00134165116175
Iteration:- 1037  Cost =  0.0013359922778
Iteration:- 1038  Cost =  0.00133035946766
Iteration:- 1039  Cost =  0.00132475260382
Iteration:- 1040  Cost =  0.00131917155945
Iteration:- 1041  Cost =  0.00131361620834
Iteration:- 1042  Cost =  0.00130808642492
Iteration:- 1043  Cost =  0.00130258208427
Iteration:- 1044  Cost =  0.00129710306208
Iteration:- 1045  Cost =  0.00129164923469
Iteration:- 1046  Cost =  0.00128622047907
Iteration:- 1047  Cost =  0.0012808166728
Iteration:- 1048  Cost =  0.00127543769407
Iteration:- 1049  Cost =  0.00127008342171
Iteration:- 1050  Cost =  0.00126475373515
Iteration:- 1051  Cost =  0.00125944851444
Iteration:- 1052  Cost =  0.00125416764023
Iteration:- 1053  Cost =  0.00124891099377
Iteration:- 1054  Cost =  0.00124367845692
Iteration:- 1055  Cost =  0.00123846991213
Iteration:- 1056  Cost =  0.00123328524246
Iteration:- 1057  Cost =  0.00122812433154
Iteration:- 1058  Cost =  0.0012229870636
Iteration:- 1059  Cost =  0.00121787332347
Iteration:- 1060  Cost =  0.00121278299652
Iteration:- 1061  Cost =  0.00120771596875
Iteration:- 1062  Cost =  0.00120267212671
Iteration:- 1063  Cost =  0.00119765135752
Iteration:- 1064  Cost =  0.00119265354889
Iteration:- 1065  Cost =  0.00118767858906
Iteration:- 1066  Cost =  0.00118272636689
Iteration:- 1067  Cost =  0.00117779677176
Iteration:- 1068  Cost =  0.00117288969362
Iteration:- 1069  Cost =  0.00116800502297
Iteration:- 1070  Cost =  0.00116314265089
Iteration:- 1071  Cost =  0.00115830246897
Iteration:- 1072  Cost =  0.00115348436938
Iteration:- 1073  Cost =  0.00114868824482
Iteration:- 1074  Cost =  0.00114391398854
Iteration:- 1075  Cost =  0.00113916149431
Iteration:- 1076  Cost =  0.00113443065646
Iteration:- 1077  Cost =  0.00112972136984
Iteration:- 1078  Cost =  0.00112503352984
Iteration:- 1079  Cost =  0.00112036703236
Iteration:- 1080  Cost =  0.00111572177385
Iteration:- 1081  Cost =  0.00111109765126
Iteration:- 1082  Cost =  0.00110649456208
Iteration:- 1083  Cost =  0.00110191240429
Iteration:- 1084  Cost =  0.00109735107642
Iteration:- 1085  Cost =  0.00109281047748
Iteration:- 1086  Cost =  0.00108829050701
Iteration:- 1087  Cost =  0.00108379106505
Iteration:- 1088  Cost =  0.00107931205213
Iteration:- 1089  Cost =  0.00107485336931
Iteration:- 1090  Cost =  0.00107041491813
Iteration:- 1091  Cost =  0.00106599660062
Iteration:- 1092  Cost =  0.00106159831932
Iteration:- 1093  Cost =  0.00105721997725
Iteration:- 1094  Cost =  0.00105286147793
Iteration:- 1095  Cost =  0.00104852272535
Iteration:- 1096  Cost =  0.001044203624
Iteration:- 1097  Cost =  0.00103990407884
Iteration:- 1098  Cost =  0.0010356239953
Iteration:- 1099  Cost =  0.00103136327932
Iteration:- 1100  Cost =  0.00102712183728
Iteration:- 1101  Cost =  0.00102289957603
Iteration:- 1102  Cost =  0.00101869640293
Iteration:- 1103  Cost =  0.00101451222575
Iteration:- 1104  Cost =  0.00101034695277
Iteration:- 1105  Cost =  0.0010062004927
Iteration:- 1106  Cost =  0.00100207275474
Iteration:- 1107  Cost =  0.000997963648512
Iteration:- 1108  Cost =  0.000993873084118
Iteration:- 1109  Cost =  0.000989800972103
Iteration:- 1110  Cost =  0.000985747223462
Iteration:- 1111  Cost =  0.000981711749639
Iteration:- 1112  Cost =  0.000977694462522
Iteration:- 1113  Cost =  0.000973695274442
Iteration:- 1114  Cost =  0.000969714098171
Iteration:- 1115  Cost =  0.00096575084692
Iteration:- 1116  Cost =  0.000961805434334
Iteration:- 1117  Cost =  0.000957877774493
Iteration:- 1118  Cost =  0.00095396778191
Iteration:- 1119  Cost =  0.000950075371525
Iteration:- 1120  Cost =  0.000946200458707
Iteration:- 1121  Cost =  0.000942342959249
Iteration:- 1122  Cost =  0.000938502789367
Iteration:- 1123  Cost =  0.000934679865698
Iteration:- 1124  Cost =  0.000930874105295
Iteration:- 1125  Cost =  0.000927085425632
Iteration:- 1126  Cost =  0.000923313744593
Iteration:- 1127  Cost =  0.000919558980476
Iteration:- 1128  Cost =  0.000915821051988
Iteration:- 1129  Cost =  0.000912099878244
Iteration:- 1130  Cost =  0.000908395378766
Iteration:- 1131  Cost =  0.000904707473477
Iteration:- 1132  Cost =  0.000901036082704
Iteration:- 1133  Cost =  0.000897381127172
Iteration:- 1134  Cost =  0.000893742528003
Iteration:- 1135  Cost =  0.000890120206718
Iteration:- 1136  Cost =  0.000886514085225
Iteration:- 1137  Cost =  0.00088292408583
Iteration:- 1138  Cost =  0.000879350131223
Iteration:- 1139  Cost =  0.000875792144484
Iteration:- 1140  Cost =  0.000872250049078
Iteration:- 1141  Cost =  0.000868723768854
Iteration:- 1142  Cost =  0.000865213228039
Iteration:- 1143  Cost =  0.000861718351245
Iteration:- 1144  Cost =  0.000858239063456
Iteration:- 1145  Cost =  0.000854775290034
Iteration:- 1146  Cost =  0.000851326956715
Iteration:- 1147  Cost =  0.000847893989606
Iteration:- 1148  Cost =  0.000844476315184
Iteration:- 1149  Cost =  0.000841073860293
Iteration:- 1150  Cost =  0.000837686552144
Iteration:- 1151  Cost =  0.000834314318312
Iteration:- 1152  Cost =  0.000830957086734
Iteration:- 1153  Cost =  0.000827614785706
Iteration:- 1154  Cost =  0.000824287343885
Iteration:- 1155  Cost =  0.000820974690283
Iteration:- 1156  Cost =  0.000817676754267
Iteration:- 1157  Cost =  0.000814393465558
Iteration:- 1158  Cost =  0.000811124754227
Iteration:- 1159  Cost =  0.000807870550696
Iteration:- 1160  Cost =  0.000804630785731
Iteration:- 1161  Cost =  0.000801405390449
Iteration:- 1162  Cost =  0.000798194296306
Iteration:- 1163  Cost =  0.000794997435105
Iteration:- 1164  Cost =  0.000791814738985
Iteration:- 1165  Cost =  0.000788646140428
Iteration:- 1166  Cost =  0.000785491572249
Iteration:- 1167  Cost =  0.000782350967602
Iteration:- 1168  Cost =  0.000779224259972
Iteration:- 1169  Cost =  0.000776111383177
Iteration:- 1170  Cost =  0.000773012271364
Iteration:- 1171  Cost =  0.000769926859011
Iteration:- 1172  Cost =  0.000766855080921
Iteration:- 1173  Cost =  0.000763796872222
Iteration:- 1174  Cost =  0.000760752168365
Iteration:- 1175  Cost =  0.000757720905125
Iteration:- 1176  Cost =  0.000754703018596
Iteration:- 1177  Cost =  0.000751698445189
Iteration:- 1178  Cost =  0.000748707121634
Iteration:- 1179  Cost =  0.000745728984975
Iteration:- 1180  Cost =  0.000742763972571
Iteration:- 1181  Cost =  0.000739812022092
Iteration:- 1182  Cost =  0.000736873071517
Iteration:- 1183  Cost =  0.000733947059138
Iteration:- 1184  Cost =  0.00073103392355
Iteration:- 1185  Cost =  0.000728133603655
Iteration:- 1186  Cost =  0.000725246038661
Iteration:- 1187  Cost =  0.000722371168077
Iteration:- 1188  Cost =  0.000719508931712
Iteration:- 1189  Cost =  0.000716659269676
Iteration:- 1190  Cost =  0.000713822122377
Iteration:- 1191  Cost =  0.000710997430519
Iteration:- 1192  Cost =  0.0007081851351
Iteration:- 1193  Cost =  0.000705385177414
Iteration:- 1194  Cost =  0.000702597499043
Iteration:- 1195  Cost =  0.000699822041863
Iteration:- 1196  Cost =  0.000697058748037
Iteration:- 1197  Cost =  0.000694307560017
Iteration:- 1198  Cost =  0.000691568420538
Iteration:- 1199  Cost =  0.000688841272623
Iteration:- 1200  Cost =  0.000686126059576
Iteration:- 1201  Cost =  0.000683422724983
Iteration:- 1202  Cost =  0.00068073121271
Iteration:- 1203  Cost =  0.000678051466902
Iteration:- 1204  Cost =  0.000675383431982
Iteration:- 1205  Cost =  0.000672727052647
Iteration:- 1206  Cost =  0.00067008227387
Iteration:- 1207  Cost =  0.000667449040898
Iteration:- 1208  Cost =  0.000664827299247
Iteration:- 1209  Cost =  0.000662216994704
Iteration:- 1210  Cost =  0.000659618073327
Iteration:- 1211  Cost =  0.00065703048144
Iteration:- 1212  Cost =  0.000654454165633
Iteration:- 1213  Cost =  0.000651889072761
Iteration:- 1214  Cost =  0.000649335149943
Iteration:- 1215  Cost =  0.000646792344558
Iteration:- 1216  Cost =  0.00064426060425
Iteration:- 1217  Cost =  0.000641739876918
Iteration:- 1218  Cost =  0.000639230110721
Iteration:- 1219  Cost =  0.000636731254076
Iteration:- 1220  Cost =  0.000634243255654
Iteration:- 1221  Cost =  0.000631766064379
Iteration:- 1222  Cost =  0.000629299629431
Iteration:- 1223  Cost =  0.000626843900239
Iteration:- 1224  Cost =  0.000624398826483
Iteration:- 1225  Cost =  0.000621964358094
Iteration:- 1226  Cost =  0.000619540445247
Iteration:- 1227  Cost =  0.000617127038366
Iteration:- 1228  Cost =  0.000614724088121
Iteration:- 1229  Cost =  0.000612331545423
Iteration:- 1230  Cost =  0.000609949361428
Iteration:- 1231  Cost =  0.000607577487534
Iteration:- 1232  Cost =  0.000605215875378
Iteration:- 1233  Cost =  0.000602864476835
Iteration:- 1234  Cost =  0.00060052324402
Iteration:- 1235  Cost =  0.000598192129284
Iteration:- 1236  Cost =  0.000595871085214
Iteration:- 1237  Cost =  0.000593560064628
Iteration:- 1238  Cost =  0.000591259020581
Iteration:- 1239  Cost =  0.000588967906358
Iteration:- 1240  Cost =  0.000586686675476
Iteration:- 1241  Cost =  0.000584415281678
Iteration:- 1242  Cost =  0.000582153678939
Iteration:- 1243  Cost =  0.00057990182146
Iteration:- 1244  Cost =  0.000577659663667
Iteration:- 1245  Cost =  0.000575427160213
Iteration:- 1246  Cost =  0.000573204265972
Iteration:- 1247  Cost =  0.000570990936042
Iteration:- 1248  Cost =  0.000568787125742
Iteration:- 1249  Cost =  0.000566592790613
Iteration:- 1250  Cost =  0.000564407886412
Iteration:- 1251  Cost =  0.000562232369117
Iteration:- 1252  Cost =  0.000560066194921
Iteration:- 1253  Cost =  0.000557909320233
Iteration:- 1254  Cost =  0.000555761701679
Iteration:- 1255  Cost =  0.000553623296096
Iteration:- 1256  Cost =  0.000551494060534
Iteration:- 1257  Cost =  0.000549373952256
Iteration:- 1258  Cost =  0.000547262928733
Iteration:- 1259  Cost =  0.000545160947647
Iteration:- 1260  Cost =  0.000543067966889
Iteration:- 1261  Cost =  0.000540983944556
Iteration:- 1262  Cost =  0.00053890883895
Iteration:- 1263  Cost =  0.000536842608581
Iteration:- 1264  Cost =  0.00053478521216
Iteration:- 1265  Cost =  0.000532736608603
Iteration:- 1266  Cost =  0.000530696757029
Iteration:- 1267  Cost =  0.000528665616754
Iteration:- 1268  Cost =  0.000526643147297
Iteration:- 1269  Cost =  0.000524629308377
Iteration:- 1270  Cost =  0.000522624059908
Iteration:- 1271  Cost =  0.000520627362001
Iteration:- 1272  Cost =  0.000518639174967
Iteration:- 1273  Cost =  0.000516659459306
Iteration:- 1274  Cost =  0.000514688175716
Iteration:- 1275  Cost =  0.000512725285088
Iteration:- 1276  Cost =  0.000510770748502
Iteration:- 1277  Cost =  0.000508824527232
Iteration:- 1278  Cost =  0.00050688658274
Iteration:- 1279  Cost =  0.000504956876678
Iteration:- 1280  Cost =  0.000503035370887
Iteration:- 1281  Cost =  0.000501122027393
Iteration:- 1282  Cost =  0.000499216808409
Iteration:- 1283  Cost =  0.000497319676334
Iteration:- 1284  Cost =  0.000495430593751
Iteration:- 1285  Cost =  0.000493549523426
Iteration:- 1286  Cost =  0.000491676428308
Iteration:- 1287  Cost =  0.000489811271526
Iteration:- 1288  Cost =  0.000487954016392
Iteration:- 1289  Cost =  0.000486104626395
Iteration:- 1290  Cost =  0.000484263065206
Iteration:- 1291  Cost =  0.000482429296671
Iteration:- 1292  Cost =  0.000480603284813
Iteration:- 1293  Cost =  0.000478784993834
Iteration:- 1294  Cost =  0.000476974388108
Iteration:- 1295  Cost =  0.000475171432184
Iteration:- 1296  Cost =  0.000473376090786
Iteration:- 1297  Cost =  0.000471588328809
Iteration:- 1298  Cost =  0.00046980811132
Iteration:- 1299  Cost =  0.000468035403557
Iteration:- 1300  Cost =  0.000466270170927
Iteration:- 1301  Cost =  0.000464512379007
Iteration:- 1302  Cost =  0.000462761993542
Iteration:- 1303  Cost =  0.000461018980445
Iteration:- 1304  Cost =  0.000459283305794
Iteration:- 1305  Cost =  0.000457554935833
Iteration:- 1306  Cost =  0.000455833836973
Iteration:- 1307  Cost =  0.000454119975785
Iteration:- 1308  Cost =  0.000452413319007
Iteration:- 1309  Cost =  0.000450713833537
Iteration:- 1310  Cost =  0.000449021486435
Iteration:- 1311  Cost =  0.000447336244923
Iteration:- 1312  Cost =  0.00044565807638
Iteration:- 1313  Cost =  0.000443986948347
Iteration:- 1314  Cost =  0.000442322828521
Iteration:- 1315  Cost =  0.000440665684758
Iteration:- 1316  Cost =  0.000439015485071
Iteration:- 1317  Cost =  0.000437372197627
Iteration:- 1318  Cost =  0.00043573579075
Iteration:- 1319  Cost =  0.000434106232916
Iteration:- 1320  Cost =  0.000432483492757
Iteration:- 1321  Cost =  0.000430867539057
Iteration:- 1322  Cost =  0.00042925834075
Iteration:- 1323  Cost =  0.000427655866924
Iteration:- 1324  Cost =  0.000426060086816
Iteration:- 1325  Cost =  0.000424470969813
Iteration:- 1326  Cost =  0.000422888485451
Iteration:- 1327  Cost =  0.000421312603413
Iteration:- 1328  Cost =  0.000419743293532
Iteration:- 1329  Cost =  0.000418180525785
Iteration:- 1330  Cost =  0.000416624270297
Iteration:- 1331  Cost =  0.000415074497336
Iteration:- 1332  Cost =  0.000413531177316
Iteration:- 1333  Cost =  0.000411994280795
Iteration:- 1334  Cost =  0.000410463778473
Iteration:- 1335  Cost =  0.000408939641192
Iteration:- 1336  Cost =  0.000407421839938
Iteration:- 1337  Cost =  0.000405910345835
Iteration:- 1338  Cost =  0.000404405130149
Iteration:- 1339  Cost =  0.000402906164284
Iteration:- 1340  Cost =  0.000401413419783
Iteration:- 1341  Cost =  0.000399926868329
Iteration:- 1342  Cost =  0.00039844648174
Iteration:- 1343  Cost =  0.000396972231972
Iteration:- 1344  Cost =  0.000395504091115
Iteration:- 1345  Cost =  0.000394042031397
Iteration:- 1346  Cost =  0.000392586025179
Iteration:- 1347  Cost =  0.000391136044956
Iteration:- 1348  Cost =  0.000389692063357
Iteration:- 1349  Cost =  0.000388254053143
Iteration:- 1350  Cost =  0.000386821987206
Iteration:- 1351  Cost =  0.000385395838571
Iteration:- 1352  Cost =  0.000383975580392
Iteration:- 1353  Cost =  0.000382561185954
Iteration:- 1354  Cost =  0.000381152628672
Iteration:- 1355  Cost =  0.000379749882086
Iteration:- 1356  Cost =  0.000378352919869
Iteration:- 1357  Cost =  0.000376961715817
Iteration:- 1358  Cost =  0.000375576243856
Iteration:- 1359  Cost =  0.000374196478035
Iteration:- 1360  Cost =  0.000372822392531
Iteration:- 1361  Cost =  0.000371453961644
Iteration:- 1362  Cost =  0.000370091159799
Iteration:- 1363  Cost =  0.000368733961545
Iteration:- 1364  Cost =  0.000367382341552
Iteration:- 1365  Cost =  0.000366036274615
Iteration:- 1366  Cost =  0.000364695735648
Iteration:- 1367  Cost =  0.000363360699687
Iteration:- 1368  Cost =  0.000362031141891
Iteration:- 1369  Cost =  0.000360707037534
Iteration:- 1370  Cost =  0.000359388362013
Iteration:- 1371  Cost =  0.000358075090842
Iteration:- 1372  Cost =  0.000356767199654
Iteration:- 1373  Cost =  0.000355464664199
Iteration:- 1374  Cost =  0.000354167460343
Iteration:- 1375  Cost =  0.00035287556407
Iteration:- 1376  Cost =  0.000351588951478
Iteration:- 1377  Cost =  0.000350307598781
Iteration:- 1378  Cost =  0.000349031482308
Iteration:- 1379  Cost =  0.000347760578501
Iteration:- 1380  Cost =  0.000346494863916
Iteration:- 1381  Cost =  0.000345234315221
Iteration:- 1382  Cost =  0.000343978909197
Iteration:- 1383  Cost =  0.000342728622737
Iteration:- 1384  Cost =  0.000341483432844
Iteration:- 1385  Cost =  0.000340243316632
Iteration:- 1386  Cost =  0.000339008251326
Iteration:- 1387  Cost =  0.00033777821426
Iteration:- 1388  Cost =  0.000336553182875
Iteration:- 1389  Cost =  0.000335333134724
Iteration:- 1390  Cost =  0.000334118047464
Iteration:- 1391  Cost =  0.000332907898863
Iteration:- 1392  Cost =  0.000331702666791
Iteration:- 1393  Cost =  0.00033050232923
Iteration:- 1394  Cost =  0.000329306864263
Iteration:- 1395  Cost =  0.00032811625008
Iteration:- 1396  Cost =  0.000326930464976
Iteration:- 1397  Cost =  0.000325749487349
Iteration:- 1398  Cost =  0.000324573295702
Iteration:- 1399  Cost =  0.00032340186864
Iteration:- 1400  Cost =  0.00032223518487
Iteration:- 1401  Cost =  0.000321073223202
Iteration:- 1402  Cost =  0.000319915962548
Iteration:- 1403  Cost =  0.00031876338192
Iteration:- 1404  Cost =  0.00031761546043
Iteration:- 1405  Cost =  0.000316472177293
Iteration:- 1406  Cost =  0.000315333511819
Iteration:- 1407  Cost =  0.000314199443421
Iteration:- 1408  Cost =  0.000313069951607
Iteration:- 1409  Cost =  0.000311945015987
Iteration:- 1410  Cost =  0.000310824616265
Iteration:- 1411  Cost =  0.000309708732244
Iteration:- 1412  Cost =  0.000308597343823
Iteration:- 1413  Cost =  0.000307490430997
Iteration:- 1414  Cost =  0.000306387973856
Iteration:- 1415  Cost =  0.000305289952586
Iteration:- 1416  Cost =  0.000304196347469
Iteration:- 1417  Cost =  0.000303107138877
Iteration:- 1418  Cost =  0.000302022307281
Iteration:- 1419  Cost =  0.00030094183324
Iteration:- 1420  Cost =  0.000299865697409
Iteration:- 1421  Cost =  0.000298793880536
Iteration:- 1422  Cost =  0.000297726363457
Iteration:- 1423  Cost =  0.000296663127104
Iteration:- 1424  Cost =  0.000295604152496
Iteration:- 1425  Cost =  0.000294549420746
Iteration:- 1426  Cost =  0.000293498913053
Iteration:- 1427  Cost =  0.000292452610709
Iteration:- 1428  Cost =  0.000291410495094
Iteration:- 1429  Cost =  0.000290372547676
Iteration:- 1430  Cost =  0.000289338750012
Iteration:- 1431  Cost =  0.000288309083746
Iteration:- 1432  Cost =  0.000287283530612
Iteration:- 1433  Cost =  0.000286262072426
Iteration:- 1434  Cost =  0.000285244691095
Iteration:- 1435  Cost =  0.000284231368611
Iteration:- 1436  Cost =  0.00028322208705
Iteration:- 1437  Cost =  0.000282216828574
Iteration:- 1438  Cost =  0.00028121557543
Iteration:- 1439  Cost =  0.00028021830995
Iteration:- 1440  Cost =  0.00027922501455
Iteration:- 1441  Cost =  0.000278235671727
Iteration:- 1442  Cost =  0.000277250264065
Iteration:- 1443  Cost =  0.000276268774227
Iteration:- 1444  Cost =  0.00027529118496
Iteration:- 1445  Cost =  0.000274317479093
Iteration:- 1446  Cost =  0.000273347639537
Iteration:- 1447  Cost =  0.000272381649283
Iteration:- 1448  Cost =  0.000271419491402
Iteration:- 1449  Cost =  0.000270461149047
Iteration:- 1450  Cost =  0.000269506605449
Iteration:- 1451  Cost =  0.000268555843922
Iteration:- 1452  Cost =  0.000267608847853
Iteration:- 1453  Cost =  0.000266665600714
Iteration:- 1454  Cost =  0.000265726086052
Iteration:- 1455  Cost =  0.000264790287491
Iteration:- 1456  Cost =  0.000263858188736
Iteration:- 1457  Cost =  0.000262929773565
Iteration:- 1458  Cost =  0.000262005025835
Iteration:- 1459  Cost =  0.000261083929481
Iteration:- 1460  Cost =  0.000260166468509
Iteration:- 1461  Cost =  0.000259252627006
Iteration:- 1462  Cost =  0.000258342389132
Iteration:- 1463  Cost =  0.00025743573912
Iteration:- 1464  Cost =  0.00025653266128
Iteration:- 1465  Cost =  0.000255633139995
Iteration:- 1466  Cost =  0.000254737159722
Iteration:- 1467  Cost =  0.000253844704993
Iteration:- 1468  Cost =  0.000252955760409
Iteration:- 1469  Cost =  0.000252070310647
Iteration:- 1470  Cost =  0.000251188340456
Iteration:- 1471  Cost =  0.000250309834655
Iteration:- 1472  Cost =  0.000249434778137
Iteration:- 1473  Cost =  0.000248563155865
Iteration:- 1474  Cost =  0.000247694952871
Iteration:- 1475  Cost =  0.000246830154262
Iteration:- 1476  Cost =  0.000245968745211
Iteration:- 1477  Cost =  0.000245110710963
Iteration:- 1478  Cost =  0.000244256036831
Iteration:- 1479  Cost =  0.000243404708199
Iteration:- 1480  Cost =  0.000242556710518
Iteration:- 1481  Cost =  0.000241712029309
Iteration:- 1482  Cost =  0.000240870650159
Iteration:- 1483  Cost =  0.000240032558726
Iteration:- 1484  Cost =  0.000239197740732
Iteration:- 1485  Cost =  0.000238366181967
Iteration:- 1486  Cost =  0.000237537868291
Iteration:- 1487  Cost =  0.000236712785625
Iteration:- 1488  Cost =  0.00023589091996
Iteration:- 1489  Cost =  0.000235072257352
Iteration:- 1490  Cost =  0.000234256783922
Iteration:- 1491  Cost =  0.000233444485856
Iteration:- 1492  Cost =  0.000232635349405
Iteration:- 1493  Cost =  0.000231829360885
Iteration:- 1494  Cost =  0.000231026506676
Iteration:- 1495  Cost =  0.00023022677322
Iteration:- 1496  Cost =  0.000229430147026
Iteration:- 1497  Cost =  0.000228636614663
Iteration:- 1498  Cost =  0.000227846162765
Iteration:- 1499  Cost =  0.000227058778028
Iteration:- 1500  Cost =  0.000226274447209
Iteration:- 1501  Cost =  0.000225493157129
Iteration:- 1502  Cost =  0.00022471489467
Iteration:- 1503  Cost =  0.000223939646775
Iteration:- 1504  Cost =  0.000223167400449
Iteration:- 1505  Cost =  0.000222398142755
Iteration:- 1506  Cost =  0.00022163186082
Iteration:- 1507  Cost =  0.00022086854183
Iteration:- 1508  Cost =  0.000220108173029
Iteration:- 1509  Cost =  0.000219350741723
Iteration:- 1510  Cost =  0.000218596235277
Iteration:- 1511  Cost =  0.000217844641114
Iteration:- 1512  Cost =  0.000217095946716
Iteration:- 1513  Cost =  0.000216350139624
Iteration:- 1514  Cost =  0.000215607207436
Iteration:- 1515  Cost =  0.000214867137808
Iteration:- 1516  Cost =  0.000214129918455
Iteration:- 1517  Cost =  0.000213395537149
Iteration:- 1518  Cost =  0.000212663981717
Iteration:- 1519  Cost =  0.000211935240044
Iteration:- 1520  Cost =  0.000211209300072
Iteration:- 1521  Cost =  0.000210486149799
Iteration:- 1522  Cost =  0.000209765777278
Iteration:- 1523  Cost =  0.000209048170618
Iteration:- 1524  Cost =  0.000208333317984
Iteration:- 1525  Cost =  0.000207621207595
Iteration:- 1526  Cost =  0.000206911827725
Iteration:- 1527  Cost =  0.000206205166704
Iteration:- 1528  Cost =  0.000205501212914
Iteration:- 1529  Cost =  0.000204799954792
Iteration:- 1530  Cost =  0.000204101380829
Iteration:- 1531  Cost =  0.000203405479569
Iteration:- 1532  Cost =  0.00020271223961
Iteration:- 1533  Cost =  0.000202021649602
Iteration:- 1534  Cost =  0.000201333698248
Iteration:- 1535  Cost =  0.000200648374304
Iteration:- 1536  Cost =  0.000199965666576
Iteration:- 1537  Cost =  0.000199285563925
Iteration:- 1538  Cost =  0.000198608055261
Iteration:- 1539  Cost =  0.000197933129548
Iteration:- 1540  Cost =  0.000197260775798
Iteration:- 1541  Cost =  0.000196590983077
Iteration:- 1542  Cost =  0.000195923740499
Iteration:- 1543  Cost =  0.000195259037229
Iteration:- 1544  Cost =  0.000194596862485
Iteration:- 1545  Cost =  0.000193937205531
Iteration:- 1546  Cost =  0.000193280055683
Iteration:- 1547  Cost =  0.000192625402304
Iteration:- 1548  Cost =  0.00019197323481
Iteration:- 1549  Cost =  0.000191323542663
Iteration:- 1550  Cost =  0.000190676315375
Iteration:- 1551  Cost =  0.000190031542504
Iteration:- 1552  Cost =  0.00018938921366
Iteration:- 1553  Cost =  0.000188749318499
Iteration:- 1554  Cost =  0.000188111846724
Iteration:- 1555  Cost =  0.000187476788086
Iteration:- 1556  Cost =  0.000186844132385
Iteration:- 1557  Cost =  0.000186213869466
Iteration:- 1558  Cost =  0.000185585989222
Iteration:- 1559  Cost =  0.000184960481591
Iteration:- 1560  Cost =  0.00018433733656
Iteration:- 1561  Cost =  0.000183716544159
Iteration:- 1562  Cost =  0.000183098094466
Iteration:- 1563  Cost =  0.000182481977605
Iteration:- 1564  Cost =  0.000181868183743
Iteration:- 1565  Cost =  0.000181256703096
Iteration:- 1566  Cost =  0.000180647525921
Iteration:- 1567  Cost =  0.000180040642522
Iteration:- 1568  Cost =  0.000179436043249
Iteration:- 1569  Cost =  0.000178833718492
Iteration:- 1570  Cost =  0.00017823365869
Iteration:- 1571  Cost =  0.000177635854322
Iteration:- 1572  Cost =  0.000177040295914
Iteration:- 1573  Cost =  0.000176446974033
Iteration:- 1574  Cost =  0.00017585587929
Iteration:- 1575  Cost =  0.000175267002339
Iteration:- 1576  Cost =  0.000174680333879
Iteration:- 1577  Cost =  0.000174095864648
Iteration:- 1578  Cost =  0.000173513585429
Iteration:- 1579  Cost =  0.000172933487047
Iteration:- 1580  Cost =  0.000172355560367
Iteration:- 1581  Cost =  0.000171779796299
Iteration:- 1582  Cost =  0.000171206185792
Iteration:- 1583  Cost =  0.000170634719838
Iteration:- 1584  Cost =  0.00017006538947
Iteration:- 1585  Cost =  0.000169498185761
Iteration:- 1586  Cost =  0.000168933099826
Iteration:- 1587  Cost =  0.00016837012282
Iteration:- 1588  Cost =  0.000167809245938
Iteration:- 1589  Cost =  0.000167250460417
Iteration:- 1590  Cost =  0.000166693757532
Iteration:- 1591  Cost =  0.0001661391286
Iteration:- 1592  Cost =  0.000165586564974
Iteration:- 1593  Cost =  0.000165036058051
Iteration:- 1594  Cost =  0.000164487599265
Iteration:- 1595  Cost =  0.000163941180088
Iteration:- 1596  Cost =  0.000163396792032
Iteration:- 1597  Cost =  0.000162854426649
Iteration:- 1598  Cost =  0.000162314075528
Iteration:- 1599  Cost =  0.000161775730296
Iteration:- 1600  Cost =  0.000161239382619
Iteration:- 1601  Cost =  0.000160705024201
Iteration:- 1602  Cost =  0.000160172646783
Iteration:- 1603  Cost =  0.000159642242144
Iteration:- 1604  Cost =  0.000159113802101
Iteration:- 1605  Cost =  0.000158587318507
Iteration:- 1606  Cost =  0.000158062783253
Iteration:- 1607  Cost =  0.000157540188267
Iteration:- 1608  Cost =  0.000157019525513
Iteration:- 1609  Cost =  0.000156500786991
Iteration:- 1610  Cost =  0.00015598396474
Iteration:- 1611  Cost =  0.000155469050831
Iteration:- 1612  Cost =  0.000154956037375
Iteration:- 1613  Cost =  0.000154444916516
Iteration:- 1614  Cost =  0.000153935680435
Iteration:- 1615  Cost =  0.000153428321347
Iteration:- 1616  Cost =  0.000152922831506
Iteration:- 1617  Cost =  0.000152419203196
Iteration:- 1618  Cost =  0.00015191742874
Iteration:- 1619  Cost =  0.000151417500494
Iteration:- 1620  Cost =  0.000150919410849
Iteration:- 1621  Cost =  0.000150423152229
Iteration:- 1622  Cost =  0.000149928717095
Iteration:- 1623  Cost =  0.00014943609794
Iteration:- 1624  Cost =  0.000148945287292
Iteration:- 1625  Cost =  0.000148456277712
Iteration:- 1626  Cost =  0.000147969061796
Iteration:- 1627  Cost =  0.000147483632171
Iteration:- 1628  Cost =  0.0001469999815
Iteration:- 1629  Cost =  0.000146518102477
Iteration:- 1630  Cost =  0.000146037987831
Iteration:- 1631  Cost =  0.000145559630322
Iteration:- 1632  Cost =  0.000145083022744
Iteration:- 1633  Cost =  0.000144608157922
Iteration:- 1634  Cost =  0.000144135028715
Iteration:- 1635  Cost =  0.000143663628013
Iteration:- 1636  Cost =  0.000143193948738
Iteration:- 1637  Cost =  0.000142725983845
Iteration:- 1638  Cost =  0.00014225972632
Iteration:- 1639  Cost =  0.000141795169181
Iteration:- 1640  Cost =  0.000141332305476
Iteration:- 1641  Cost =  0.000140871128286
Iteration:- 1642  Cost =  0.000140411630722
Iteration:- 1643  Cost =  0.000139953805927
Iteration:- 1644  Cost =  0.000139497647074
Iteration:- 1645  Cost =  0.000139043147367
Iteration:- 1646  Cost =  0.00013859030004
Iteration:- 1647  Cost =  0.000138139098358
Iteration:- 1648  Cost =  0.000137689535616
Iteration:- 1649  Cost =  0.00013724160514
Iteration:- 1650  Cost =  0.000136795300283
Iteration:- 1651  Cost =  0.000136350614432
Iteration:- 1652  Cost =  0.000135907541001
Iteration:- 1653  Cost =  0.000135466073433
Iteration:- 1654  Cost =  0.000135026205202
Iteration:- 1655  Cost =  0.00013458792981
Iteration:- 1656  Cost =  0.000134151240791
Iteration:- 1657  Cost =  0.000133716131703
Iteration:- 1658  Cost =  0.000133282596137
Iteration:- 1659  Cost =  0.00013285062771
Iteration:- 1660  Cost =  0.00013242022007
Iteration:- 1661  Cost =  0.000131991366892
Iteration:- 1662  Cost =  0.000131564061878
Iteration:- 1663  Cost =  0.000131138298761
Iteration:- 1664  Cost =  0.000130714071299
Iteration:- 1665  Cost =  0.000130291373281
Iteration:- 1666  Cost =  0.000129870198521
Iteration:- 1667  Cost =  0.000129450540861
Iteration:- 1668  Cost =  0.000129032394173
Iteration:- 1669  Cost =  0.000128615752353
Iteration:- 1670  Cost =  0.000128200609327
Iteration:- 1671  Cost =  0.000127786959045
Iteration:- 1672  Cost =  0.000127374795487
Iteration:- 1673  Cost =  0.000126964112657
Iteration:- 1674  Cost =  0.000126554904589
Iteration:- 1675  Cost =  0.000126147165341
Iteration:- 1676  Cost =  0.000125740888997
Iteration:- 1677  Cost =  0.00012533606967
Iteration:- 1678  Cost =  0.000124932701497
Iteration:- 1679  Cost =  0.000124530778642
Iteration:- 1680  Cost =  0.000124130295294
Iteration:- 1681  Cost =  0.000123731245669
Iteration:- 1682  Cost =  0.000123333624007
Iteration:- 1683  Cost =  0.000122937424576
Iteration:- 1684  Cost =  0.000122542641668
Iteration:- 1685  Cost =  0.000122149269599
Iteration:- 1686  Cost =  0.000121757302713
Iteration:- 1687  Cost =  0.000121366735377
Iteration:- 1688  Cost =  0.000120977561984
Iteration:- 1689  Cost =  0.000120589776951
Iteration:- 1690  Cost =  0.00012020337472
Iteration:- 1691  Cost =  0.000119818349759
Iteration:- 1692  Cost =  0.000119434696558
Iteration:- 1693  Cost =  0.000119052409633
Iteration:- 1694  Cost =  0.000118671483524
Iteration:- 1695  Cost =  0.000118291912795
Iteration:- 1696  Cost =  0.000117913692034
Iteration:- 1697  Cost =  0.000117536815853
Iteration:- 1698  Cost =  0.000117161278888
Iteration:- 1699  Cost =  0.000116787075797
Iteration:- 1700  Cost =  0.000116414201265
Iteration:- 1701  Cost =  0.000116042649997
Iteration:- 1702  Cost =  0.000115672416723
Iteration:- 1703  Cost =  0.000115303496197
Iteration:- 1704  Cost =  0.000114935883194
Iteration:- 1705  Cost =  0.000114569572513
Iteration:- 1706  Cost =  0.000114204558977
Iteration:- 1707  Cost =  0.000113840837431
Iteration:- 1708  Cost =  0.000113478402741
Iteration:- 1709  Cost =  0.000113117249799
Iteration:- 1710  Cost =  0.000112757373516
Iteration:- 1711  Cost =  0.000112398768828
Iteration:- 1712  Cost =  0.000112041430692
Iteration:- 1713  Cost =  0.000111685354086
Iteration:- 1714  Cost =  0.000111330534014
Iteration:- 1715  Cost =  0.000110976965497
Iteration:- 1716  Cost =  0.000110624643582
Iteration:- 1717  Cost =  0.000110273563335
Iteration:- 1718  Cost =  0.000109923719844
Iteration:- 1719  Cost =  0.000109575108221
Iteration:- 1720  Cost =  0.000109227723595
Iteration:- 1721  Cost =  0.000108881561121
Iteration:- 1722  Cost =  0.000108536615972
Iteration:- 1723  Cost =  0.000108192883344
Iteration:- 1724  Cost =  0.000107850358453
Iteration:- 1725  Cost =  0.000107509036535
Iteration:- 1726  Cost =  0.00010716891285
Iteration:- 1727  Cost =  0.000106829982675
Iteration:- 1728  Cost =  0.000106492241311
Iteration:- 1729  Cost =  0.000106155684076
Iteration:- 1730  Cost =  0.000105820306312
Iteration:- 1731  Cost =  0.00010548610338
Iteration:- 1732  Cost =  0.000105153070659
Iteration:- 1733  Cost =  0.000104821203552
Iteration:- 1734  Cost =  0.000104490497478
Iteration:- 1735  Cost =  0.000104160947881
Iteration:- 1736  Cost =  0.00010383255022
Iteration:- 1737  Cost =  0.000103505299976
Iteration:- 1738  Cost =  0.00010317919265
Iteration:- 1739  Cost =  0.000102854223762
Iteration:- 1740  Cost =  0.000102530388851
Iteration:- 1741  Cost =  0.000102207683476
Iteration:- 1742  Cost =  0.000101886103216
Iteration:- 1743  Cost =  0.000101565643668
Iteration:- 1744  Cost =  0.000101246300448
Iteration:- 1745  Cost =  0.000100928069193
Iteration:- 1746  Cost =  0.000100610945556
Iteration:- 1747  Cost =  0.000100294925212
Iteration:- 1748  Cost =  9.9980003853e-05
Iteration:- 1749  Cost =  9.96661771892e-05
Iteration:- 1750  Cost =  9.93534409505e-05
Iteration:- 1751  Cost =  9.90417908851e-05
Iteration:- 1752  Cost =  9.87312227592e-05
Iteration:- 1753  Cost =  9.84217323579e-05
Iteration:- 1754  Cost =  9.81133154841e-05
Iteration:- 1755  Cost =  9.78059679591e-05
Iteration:- 1756  Cost =  9.74996856222e-05
Iteration:- 1757  Cost =  9.71944643308e-05
Iteration:- 1758  Cost =  9.68902999601e-05
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Iteration:- 1970  Cost =  5.09114817001e-05
Iteration:- 1971  Cost =  5.07616010708e-05
Iteration:- 1972  Cost =  5.06121976513e-05
Iteration:- 1973  Cost =  5.04632697542e-05
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Iteration:- 1977  Cost =  4.98722798725e-05
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Iteration:- 1980  Cost =  4.94339487479e-05
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Iteration:- 1983  Cost =  4.89997780105e-05
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Iteration:- 1986  Cost =  4.85697238696e-05
Iteration:- 1987  Cost =  4.84272797943e-05
Iteration:- 1988  Cost =  4.82852867162e-05
Iteration:- 1989  Cost =  4.81437430513e-05
Iteration:- 1990  Cost =  4.80026472222e-05
Iteration:- 1991  Cost =  4.78619976574e-05
Iteration:- 1992  Cost =  4.77217927918e-05
Iteration:- 1993  Cost =  4.75820310663e-05
Iteration:- 1994  Cost =  4.74427109281e-05
Iteration:- 1995  Cost =  4.73038308304e-05
Iteration:- 1996  Cost =  4.71653892325e-05
Iteration:- 1997  Cost =  4.70273845998e-05
Iteration:- 1998  Cost =  4.68898154035e-05
Iteration:- 1999  Cost =  4.67526801212e-05
Iteration:- 2000  Cost =  4.66159772361e-05
Iteration:- 2001  Cost =  4.64797052376e-05
Iteration:- 2002  Cost =  4.63438626209e-05
Iteration:- 2003  Cost =  4.6208447887e-05
Iteration:- 2004  Cost =  4.60734595431e-05
Iteration:- 2005  Cost =  4.59388961019e-05
Iteration:- 2006  Cost =  4.58047560821e-05
Iteration:- 2007  Cost =  4.56710380081e-05
Iteration:- 2008  Cost =  4.55377404103e-05
Iteration:- 2009  Cost =  4.54048618244e-05
Iteration:- 2010  Cost =  4.52724007923e-05
Iteration:- 2011  Cost =  4.51403558612e-05
Iteration:- 2012  Cost =  4.50087255844e-05
Iteration:- 2013  Cost =  4.48775085203e-05
Iteration:- 2014  Cost =  4.47467032334e-05
Iteration:- 2015  Cost =  4.46163082937e-05
Iteration:- 2016  Cost =  4.44863222764e-05
Iteration:- 2017  Cost =  4.43567437628e-05
Iteration:- 2018  Cost =  4.42275713393e-05
Iteration:- 2019  Cost =  4.40988035981e-05
Iteration:- 2020  Cost =  4.39704391365e-05
Iteration:- 2021  Cost =  4.38424765578e-05
Iteration:- 2022  Cost =  4.37149144701e-05
Iteration:- 2023  Cost =  4.35877514875e-05
Iteration:- 2024  Cost =  4.34609862291e-05
Iteration:- 2025  Cost =  4.33346173193e-05
Iteration:- 2026  Cost =  4.32086433883e-05
Iteration:- 2027  Cost =  4.30830630711e-05
Iteration:- 2028  Cost =  4.29578750083e-05
Iteration:- 2029  Cost =  4.28330778456e-05
Iteration:- 2030  Cost =  4.27086702341e-05
Iteration:- 2031  Cost =  4.258465083e-05
Iteration:- 2032  Cost =  4.24610182947e-05
Iteration:- 2033  Cost =  4.23377712948e-05
Iteration:- 2034  Cost =  4.22149085022e-05
Iteration:- 2035  Cost =  4.20924285937e-05
Iteration:- 2036  Cost =  4.19703302514e-05
Iteration:- 2037  Cost =  4.18486121623e-05
Iteration:- 2038  Cost =  4.17272730185e-05
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Iteration:- 2040  Cost =  4.14857263612e-05
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Iteration:- 2042  Cost =  4.12456799173e-05
Iteration:- 2043  Cost =  4.1126216059e-05
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Iteration:- 2047  Cost =  4.06520599568e-05
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Iteration:- 2053  Cost =  3.99517852416e-05
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Iteration:- 2060  Cost =  3.9151100684e-05
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Iteration:- 2068  Cost =  3.82570228978e-05
Iteration:- 2069  Cost =  3.8146809041e-05
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Iteration:- 2160  Cost =  2.94057855917e-05
Iteration:- 2161  Cost =  2.93224979001e-05
Iteration:- 2162  Cost =  2.92394600722e-05
Iteration:- 2163  Cost =  2.91566712907e-05
Iteration:- 2164  Cost =  2.90741307413e-05
Iteration:- 2165  Cost =  2.89918376126e-05
Iteration:- 2166  Cost =  2.89097910964e-05
Iteration:- 2167  Cost =  2.88279903872e-05
Iteration:- 2168  Cost =  2.87464346826e-05
Iteration:- 2169  Cost =  2.86651231829e-05
Iteration:- 2170  Cost =  2.85840550916e-05
Iteration:- 2171  Cost =  2.85032296149e-05
Iteration:- 2172  Cost =  2.84226459619e-05
Iteration:- 2173  Cost =  2.83423033447e-05
Iteration:- 2174  Cost =  2.82622009782e-05
Iteration:- 2175  Cost =  2.818233808e-05
Iteration:- 2176  Cost =  2.81027138708e-05
Iteration:- 2177  Cost =  2.8023327574e-05
Iteration:- 2178  Cost =  2.79441784158e-05
Iteration:- 2179  Cost =  2.78652656252e-05
Iteration:- 2180  Cost =  2.77865884341e-05
Iteration:- 2181  Cost =  2.7708146077e-05
Iteration:- 2182  Cost =  2.76299377914e-05
Iteration:- 2183  Cost =  2.75519628174e-05
Iteration:- 2184  Cost =  2.74742203979e-05
Iteration:- 2185  Cost =  2.73967097785e-05
Iteration:- 2186  Cost =  2.73194302075e-05
Iteration:- 2187  Cost =  2.72423809361e-05
Iteration:- 2188  Cost =  2.71655612181e-05
Iteration:- 2189  Cost =  2.70889703098e-05
Iteration:- 2190  Cost =  2.70126074705e-05
Iteration:- 2191  Cost =  2.6936471962e-05
Iteration:- 2192  Cost =  2.68605630487e-05
Iteration:- 2193  Cost =  2.67848799979e-05
Iteration:- 2194  Cost =  2.67094220793e-05
Iteration:- 2195  Cost =  2.66341885654e-05
Iteration:- 2196  Cost =  2.6559178731e-05
Iteration:- 2197  Cost =  2.6484391854e-05
Iteration:- 2198  Cost =  2.64098272145e-05
Iteration:- 2199  Cost =  2.63354840954e-05
Iteration:- 2200  Cost =  2.62613617821e-05
Iteration:- 2201  Cost =  2.61874595625e-05
Iteration:- 2202  Cost =  2.61137767271e-05
Iteration:- 2203  Cost =  2.60403125691e-05
Iteration:- 2204  Cost =  2.59670663841e-05
Iteration:- 2205  Cost =  2.58940374701e-05
Iteration:- 2206  Cost =  2.58212251279e-05
Iteration:- 2207  Cost =  2.57486286605e-05
Iteration:- 2208  Cost =  2.56762473737e-05
Iteration:- 2209  Cost =  2.56040805756e-05
Iteration:- 2210  Cost =  2.55321275767e-05
Iteration:- 2211  Cost =  2.54603876902e-05
Iteration:- 2212  Cost =  2.53888602317e-05
Iteration:- 2213  Cost =  2.5317544519e-05
Iteration:- 2214  Cost =  2.52464398725e-05
Iteration:- 2215  Cost =  2.51755456152e-05
Iteration:- 2216  Cost =  2.51048610723e-05
Iteration:- 2217  Cost =  2.50343855715e-05
Iteration:- 2218  Cost =  2.49641184427e-05
Iteration:- 2219  Cost =  2.48940590186e-05
Iteration:- 2220  Cost =  2.48242066337e-05
Iteration:- 2221  Cost =  2.47545606255e-05
Iteration:- 2222  Cost =  2.46851203334e-05
Iteration:- 2223  Cost =  2.46158850994e-05
Iteration:- 2224  Cost =  2.45468542676e-05
Iteration:- 2225  Cost =  2.44780271846e-05
Iteration:- 2226  Cost =  2.44094031994e-05
Iteration:- 2227  Cost =  2.43409816632e-05
Iteration:- 2228  Cost =  2.42727619294e-05
Iteration:- 2229  Cost =  2.42047433539e-05
Iteration:- 2230  Cost =  2.41369252947e-05
Iteration:- 2231  Cost =  2.40693071123e-05
Iteration:- 2232  Cost =  2.40018881692e-05
Iteration:- 2233  Cost =  2.39346678304e-05
Iteration:- 2234  Cost =  2.38676454629e-05
Iteration:- 2235  Cost =  2.38008204362e-05
Iteration:- 2236  Cost =  2.37341921219e-05
Iteration:- 2237  Cost =  2.36677598938e-05
Iteration:- 2238  Cost =  2.36015231279e-05
Iteration:- 2239  Cost =  2.35354812025e-05
Iteration:- 2240  Cost =  2.34696334981e-05
Iteration:- 2241  Cost =  2.34039793972e-05
Iteration:- 2242  Cost =  2.33385182847e-05
Iteration:- 2243  Cost =  2.32732495476e-05
Iteration:- 2244  Cost =  2.3208172575e-05
Iteration:- 2245  Cost =  2.31432867581e-05
Iteration:- 2246  Cost =  2.30785914905e-05
Iteration:- 2247  Cost =  2.30140861677e-05
Iteration:- 2248  Cost =  2.29497701874e-05
Iteration:- 2249  Cost =  2.28856429494e-05
Iteration:- 2250  Cost =  2.28217038557e-05
Iteration:- 2251  Cost =  2.27579523102e-05
Iteration:- 2252  Cost =  2.26943877192e-05
Iteration:- 2253  Cost =  2.26310094907e-05
Iteration:- 2254  Cost =  2.25678170352e-05
Iteration:- 2255  Cost =  2.25048097649e-05
Iteration:- 2256  Cost =  2.24419870943e-05
Iteration:- 2257  Cost =  2.23793484399e-05
Iteration:- 2258  Cost =  2.23168932201e-05
Iteration:- 2259  Cost =  2.22546208555e-05
Iteration:- 2260  Cost =  2.21925307688e-05
Iteration:- 2261  Cost =  2.21306223844e-05
Iteration:- 2262  Cost =  2.20688951291e-05
Iteration:- 2263  Cost =  2.20073484314e-05
Iteration:- 2264  Cost =  2.19459817219e-05
Iteration:- 2265  Cost =  2.18847944333e-05
Iteration:- 2266  Cost =  2.18237860002e-05
Iteration:- 2267  Cost =  2.1762955859e-05
Iteration:- 2268  Cost =  2.17023034484e-05
Iteration:- 2269  Cost =  2.16418282088e-05
Iteration:- 2270  Cost =  2.15815295827e-05
Iteration:- 2271  Cost =  2.15214070144e-05
Iteration:- 2272  Cost =  2.14614599503e-05
Iteration:- 2273  Cost =  2.14016878385e-05
Iteration:- 2274  Cost =  2.13420901293e-05
Iteration:- 2275  Cost =  2.12826662748e-05
Iteration:- 2276  Cost =  2.12234157288e-05
Iteration:- 2277  Cost =  2.11643379474e-05
Iteration:- 2278  Cost =  2.11054323882e-05
Iteration:- 2279  Cost =  2.10466985109e-05
Iteration:- 2280  Cost =  2.09881357771e-05
Iteration:- 2281  Cost =  2.09297436501e-05
Iteration:- 2282  Cost =  2.08715215952e-05
Iteration:- 2283  Cost =  2.08134690795e-05
Iteration:- 2284  Cost =  2.0755585572e-05
Iteration:- 2285  Cost =  2.06978705434e-05
Iteration:- 2286  Cost =  2.06403234665e-05
Iteration:- 2287  Cost =  2.05829438156e-05
Iteration:- 2288  Cost =  2.0525731067e-05
Iteration:- 2289  Cost =  2.04686846988e-05
Iteration:- 2290  Cost =  2.0411804191e-05
Iteration:- 2291  Cost =  2.03550890251e-05
Iteration:- 2292  Cost =  2.02985386848e-05
Iteration:- 2293  Cost =  2.02421526551e-05
Iteration:- 2294  Cost =  2.01859304232e-05
Iteration:- 2295  Cost =  2.01298714779e-05
Iteration:- 2296  Cost =  2.00739753098e-05
Iteration:- 2297  Cost =  2.00182414111e-05
Iteration:- 2298  Cost =  1.99626692759e-05
Iteration:- 2299  Cost =  1.99072584001e-05
Iteration:- 2300  Cost =  1.98520082812e-05
Iteration:- 2301  Cost =  1.97969184186e-05
Iteration:- 2302  Cost =  1.97419883131e-05
Iteration:- 2303  Cost =  1.96872174675e-05
Iteration:- 2304  Cost =  1.96326053862e-05
Iteration:- 2305  Cost =  1.95781515755e-05
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Iteration:- 2307  Cost =  1.94697167984e-05
Iteration:- 2308  Cost =  1.94157348527e-05
Iteration:- 2309  Cost =  1.93619092189e-05
Iteration:- 2310  Cost =  1.93082394116e-05
Iteration:- 2311  Cost =  1.92547249469e-05
Iteration:- 2312  Cost =  1.92013653427e-05
Iteration:- 2313  Cost =  1.91481601185e-05
Iteration:- 2314  Cost =  1.90951087955e-05
Iteration:- 2315  Cost =  1.90422108965e-05
Iteration:- 2316  Cost =  1.89894659459e-05
Iteration:- 2317  Cost =  1.89368734697e-05
Iteration:- 2318  Cost =  1.88844329956e-05
Iteration:- 2319  Cost =  1.8832144053e-05
Iteration:- 2320  Cost =  1.87800061727e-05
Iteration:- 2321  Cost =  1.87280188871e-05
Iteration:- 2322  Cost =  1.86761817305e-05
Iteration:- 2323  Cost =  1.86244942385e-05
Iteration:- 2324  Cost =  1.85729559482e-05
Iteration:- 2325  Cost =  1.85215663987e-05
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Iteration:- 2327  Cost =  1.84192316848e-05
Iteration:- 2328  Cost =  1.83682856059e-05
Iteration:- 2329  Cost =  1.83174864387e-05
Iteration:- 2330  Cost =  1.82668337298e-05
Iteration:- 2331  Cost =  1.82163270274e-05
Iteration:- 2332  Cost =  1.81659658811e-05
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Iteration:- 2334  Cost =  1.80656784635e-05
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Iteration:- 2336  Cost =  1.79659679051e-05
Iteration:- 2337  Cost =  1.79163278385e-05
Iteration:- 2338  Cost =  1.78668306582e-05
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Iteration:- 2341  Cost =  1.77191920453e-05
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Iteration:- 2343  Cost =  1.76214727131e-05
Iteration:- 2344  Cost =  1.75728236684e-05
Iteration:- 2345  Cost =  1.75243144632e-05
Iteration:- 2346  Cost =  1.74759446679e-05
Iteration:- 2347  Cost =  1.74277138546e-05
Iteration:- 2348  Cost =  1.73796215967e-05
Iteration:- 2349  Cost =  1.73316674693e-05
Iteration:- 2350  Cost =  1.72838510486e-05
Iteration:- 2351  Cost =  1.72361719124e-05
Iteration:- 2352  Cost =  1.718862964e-05
Iteration:- 2353  Cost =  1.7141223812e-05
Iteration:- 2354  Cost =  1.70939540103e-05
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Iteration:- 2356  Cost =  1.69998208214e-05
Iteration:- 2357  Cost =  1.69529566052e-05
Iteration:- 2358  Cost =  1.69062267575e-05
Iteration:- 2359  Cost =  1.68596308674e-05
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Iteration:- 2361  Cost =  1.67668393229e-05
Iteration:- 2362  Cost =  1.67206428534e-05
Iteration:- 2363  Cost =  1.66745787113e-05
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Iteration:- 2365  Cost =  1.65828457939e-05
Iteration:- 2366  Cost =  1.65371762145e-05
Iteration:- 2367  Cost =  1.6491637354e-05
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Iteration:- 2369  Cost =  1.64009501963e-05
Iteration:- 2370  Cost =  1.63558011054e-05
Iteration:- 2371  Cost =  1.63107811466e-05
Iteration:- 2372  Cost =  1.62658899262e-05
Iteration:- 2373  Cost =  1.62211270522e-05
Iteration:- 2374  Cost =  1.61764921337e-05
Iteration:- 2375  Cost =  1.61319847813e-05
Iteration:- 2376  Cost =  1.60876046067e-05
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Iteration:- 2378  Cost =  1.59992242446e-05
Iteration:- 2379  Cost =  1.59552232871e-05
Iteration:- 2380  Cost =  1.59113479675e-05
Iteration:- 2381  Cost =  1.5867597904e-05
Iteration:- 2382  Cost =  1.58239727161e-05
Iteration:- 2383  Cost =  1.57804720245e-05
Iteration:- 2384  Cost =  1.57370954512e-05
Iteration:- 2385  Cost =  1.56938426196e-05
Iteration:- 2386  Cost =  1.56507131541e-05
Iteration:- 2387  Cost =  1.56077066804e-05
Iteration:- 2388  Cost =  1.55648228257e-05
Iteration:- 2389  Cost =  1.55220612182e-05
Iteration:- 2390  Cost =  1.54794214873e-05
Iteration:- 2391  Cost =  1.54369032637e-05
Iteration:- 2392  Cost =  1.53945061795e-05
Iteration:- 2393  Cost =  1.53522298677e-05
Iteration:- 2394  Cost =  1.53100739627e-05
Iteration:- 2395  Cost =  1.52680381002e-05
Iteration:- 2396  Cost =  1.52261219168e-05
Iteration:- 2397  Cost =  1.51843250506e-05
Iteration:- 2398  Cost =  1.51426471409e-05
Iteration:- 2399  Cost =  1.51010878278e-05
Iteration:- 2400  Cost =  1.50596467532e-05
Iteration:- 2401  Cost =  1.50183235596e-05
Iteration:- 2402  Cost =  1.4977117891e-05
Iteration:- 2403  Cost =  1.49360293926e-05
Iteration:- 2404  Cost =  1.48950577106e-05
Iteration:- 2405  Cost =  1.48542024925e-05
Iteration:- 2406  Cost =  1.48134633868e-05
Iteration:- 2407  Cost =  1.47728400434e-05
Iteration:- 2408  Cost =  1.47323321132e-05
Iteration:- 2409  Cost =  1.46919392483e-05
Iteration:- 2410  Cost =  1.46516611018e-05
Iteration:- 2411  Cost =  1.46114973281e-05
Iteration:- 2412  Cost =  1.45714475828e-05
Iteration:- 2413  Cost =  1.45315115225e-05
Iteration:- 2414  Cost =  1.44916888048e-05
Iteration:- 2415  Cost =  1.44519790888e-05
Iteration:- 2416  Cost =  1.44123820344e-05
Iteration:- 2417  Cost =  1.43728973027e-05
Iteration:- 2418  Cost =  1.43335245561e-05
Iteration:- 2419  Cost =  1.42942634577e-05
Iteration:- 2420  Cost =  1.42551136721e-05
Iteration:- 2421  Cost =  1.42160748648e-05
Iteration:- 2422  Cost =  1.41771467024e-05
Iteration:- 2423  Cost =  1.41383288528e-05
Iteration:- 2424  Cost =  1.40996209846e-05
Iteration:- 2425  Cost =  1.40610227679e-05
Iteration:- 2426  Cost =  1.40225338736e-05
Iteration:- 2427  Cost =  1.39841539738e-05
Iteration:- 2428  Cost =  1.39458827416e-05
Iteration:- 2429  Cost =  1.39077198511e-05
Iteration:- 2430  Cost =  1.38696649778e-05
Iteration:- 2431  Cost =  1.38317177979e-05
Iteration:- 2432  Cost =  1.37938779888e-05
Iteration:- 2433  Cost =  1.3756145229e-05
Iteration:- 2434  Cost =  1.37185191978e-05
Iteration:- 2435  Cost =  1.3680999576e-05
Iteration:- 2436  Cost =  1.3643586045e-05
Iteration:- 2437  Cost =  1.36062782874e-05
Iteration:- 2438  Cost =  1.3569075987e-05
Iteration:- 2439  Cost =  1.35319788283e-05
Iteration:- 2440  Cost =  1.34949864971e-05
Iteration:- 2441  Cost =  1.34580986802e-05
Iteration:- 2442  Cost =  1.34213150652e-05
Iteration:- 2443  Cost =  1.33846353409e-05
Iteration:- 2444  Cost =  1.33480591971e-05
Iteration:- 2445  Cost =  1.33115863246e-05
Iteration:- 2446  Cost =  1.32752164152e-05
Iteration:- 2447  Cost =  1.32389491616e-05
Iteration:- 2448  Cost =  1.32027842577e-05
Iteration:- 2449  Cost =  1.31667213981e-05
Iteration:- 2450  Cost =  1.31307602787e-05
Iteration:- 2451  Cost =  1.30949005963e-05
Iteration:- 2452  Cost =  1.30591420485e-05
Iteration:- 2453  Cost =  1.30234843341e-05
Iteration:- 2454  Cost =  1.29879271527e-05
Iteration:- 2455  Cost =  1.29524702051e-05
Iteration:- 2456  Cost =  1.29171131929e-05
Iteration:- 2457  Cost =  1.28818558186e-05
Iteration:- 2458  Cost =  1.28466977858e-05
Iteration:- 2459  Cost =  1.2811638799e-05
Iteration:- 2460  Cost =  1.27766785638e-05
Iteration:- 2461  Cost =  1.27418167864e-05
Iteration:- 2462  Cost =  1.27070531744e-05
Iteration:- 2463  Cost =  1.26723874359e-05
Iteration:- 2464  Cost =  1.26378192803e-05
Iteration:- 2465  Cost =  1.26033484178e-05
Iteration:- 2466  Cost =  1.25689745594e-05
Iteration:- 2467  Cost =  1.25346974173e-05
Iteration:- 2468  Cost =  1.25005167044e-05
Iteration:- 2469  Cost =  1.24664321347e-05
Iteration:- 2470  Cost =  1.24324434229e-05
Iteration:- 2471  Cost =  1.23985502848e-05
Iteration:- 2472  Cost =  1.23647524371e-05
Iteration:- 2473  Cost =  1.23310495973e-05
Iteration:- 2474  Cost =  1.2297441484e-05
Iteration:- 2475  Cost =  1.22639278165e-05
Iteration:- 2476  Cost =  1.22305083151e-05
Iteration:- 2477  Cost =  1.2197182701e-05
Iteration:- 2478  Cost =  1.21639506963e-05
Iteration:- 2479  Cost =  1.21308120239e-05
Iteration:- 2480  Cost =  1.20977664078e-05
Iteration:- 2481  Cost =  1.20648135725e-05
Iteration:- 2482  Cost =  1.20319532439e-05
Iteration:- 2483  Cost =  1.19991851484e-05
Iteration:- 2484  Cost =  1.19665090133e-05
Iteration:- 2485  Cost =  1.1933924567e-05
Iteration:- 2486  Cost =  1.19014315386e-05
Iteration:- 2487  Cost =  1.1869029658e-05
Iteration:- 2488  Cost =  1.18367186561e-05
Iteration:- 2489  Cost =  1.18044982647e-05
Iteration:- 2490  Cost =  1.17723682162e-05
Iteration:- 2491  Cost =  1.17403282443e-05
Iteration:- 2492  Cost =  1.1708378083e-05
Iteration:- 2493  Cost =  1.16765174675e-05
Iteration:- 2494  Cost =  1.16447461339e-05
Iteration:- 2495  Cost =  1.1613063819e-05
Iteration:- 2496  Cost =  1.15814702603e-05
Iteration:- 2497  Cost =  1.15499651964e-05
Iteration:- 2498  Cost =  1.15185483666e-05
Iteration:- 2499  Cost =  1.14872195111e-05
Iteration:- 2500  Cost =  1.14559783709e-05
Iteration:- 2501  Cost =  1.14248246877e-05
Iteration:- 2502  Cost =  1.13937582043e-05
Iteration:- 2503  Cost =  1.13627786639e-05
Iteration:- 2504  Cost =  1.1331885811e-05
Iteration:- 2505  Cost =  1.13010793906e-05
Iteration:- 2506  Cost =  1.12703591485e-05
Iteration:- 2507  Cost =  1.12397248315e-05
Iteration:- 2508  Cost =  1.12091761871e-05
Iteration:- 2509  Cost =  1.11787129636e-05
Iteration:- 2510  Cost =  1.114833491e-05
Iteration:- 2511  Cost =  1.11180417764e-05
Iteration:- 2512  Cost =  1.10878333132e-05
Iteration:- 2513  Cost =  1.10577092722e-05
Iteration:- 2514  Cost =  1.10276694054e-05
Iteration:- 2515  Cost =  1.0997713466e-05
Iteration:- 2516  Cost =  1.09678412078e-05
Iteration:- 2517  Cost =  1.09380523854e-05
Iteration:- 2518  Cost =  1.09083467542e-05
Iteration:- 2519  Cost =  1.08787240704e-05
Iteration:- 2520  Cost =  1.08491840909e-05
Iteration:- 2521  Cost =  1.08197265734e-05
Iteration:- 2522  Cost =  1.07903512763e-05
Iteration:- 2523  Cost =  1.0761057959e-05
Iteration:- 2524  Cost =  1.07318463814e-05
Iteration:- 2525  Cost =  1.07027163042e-05
Iteration:- 2526  Cost =  1.0673667489e-05
Iteration:- 2527  Cost =  1.06446996981e-05
Iteration:- 2528  Cost =  1.06158126943e-05
Iteration:- 2529  Cost =  1.05870062415e-05
Iteration:- 2530  Cost =  1.05582801043e-05
Iteration:- 2531  Cost =  1.05296340477e-05
Iteration:- 2532  Cost =  1.05010678379e-05
Iteration:- 2533  Cost =  1.04725812415e-05
Iteration:- 2534  Cost =  1.0444174026e-05
Iteration:- 2535  Cost =  1.04158459595e-05
Iteration:- 2536  Cost =  1.0387596811e-05
Iteration:- 2537  Cost =  1.03594263502e-05
Iteration:- 2538  Cost =  1.03313343473e-05
Iteration:- 2539  Cost =  1.03033205735e-05
Iteration:- 2540  Cost =  1.02753848006e-05
Iteration:- 2541  Cost =  1.02475268011e-05
Iteration:- 2542  Cost =  1.02197463482e-05
Iteration:- 2543  Cost =  1.01920432159e-05
Iteration:- 2544  Cost =  1.01644171788e-05
Iteration:- 2545  Cost =  1.01368680123e-05
Iteration:- 2546  Cost =  1.01093954926e-05
Iteration:- 2547  Cost =  1.00819993962e-05
Iteration:- 2548  Cost =  1.00546795007e-05
Iteration:- 2549  Cost =  1.00274355844e-05
Iteration:- 2550  Cost =  1.00002674259e-05
Iteration:- 2551  Cost =  9.97317480497e-06
Iteration:- 2552  Cost =  9.94615750173e-06
Iteration:- 2553  Cost =  9.91921529716e-06
Iteration:- 2554  Cost =  9.89234797285e-06
Iteration:- 2555  Cost =  9.86555531111e-06
Iteration:- 2556  Cost =  9.83883709491e-06
Iteration:- 2557  Cost =  9.81219310791e-06
Iteration:- 2558  Cost =  9.78562313443e-06
Iteration:- 2559  Cost =  9.75912695949e-06
Iteration:- 2560  Cost =  9.73270436875e-06
Iteration:- 2561  Cost =  9.70635514856e-06
Iteration:- 2562  Cost =  9.68007908593e-06
Iteration:- 2563  Cost =  9.65387596852e-06
Iteration:- 2564  Cost =  9.62774558469e-06
Iteration:- 2565  Cost =  9.60168772341e-06
Iteration:- 2566  Cost =  9.57570217434e-06
Iteration:- 2567  Cost =  9.54978872779e-06
Iteration:- 2568  Cost =  9.52394717471e-06
Iteration:- 2569  Cost =  9.49817730671e-06
Iteration:- 2570  Cost =  9.47247891606e-06
Iteration:- 2571  Cost =  9.44685179566e-06
Iteration:- 2572  Cost =  9.42129573904e-06
Iteration:- 2573  Cost =  9.39581054041e-06
Iteration:- 2574  Cost =  9.37039599458e-06
Iteration:- 2575  Cost =  9.34505189702e-06
Iteration:- 2576  Cost =  9.31977804384e-06
Iteration:- 2577  Cost =  9.29457423176e-06
Iteration:- 2578  Cost =  9.26944025815e-06
Iteration:- 2579  Cost =  9.244375921e-06
Iteration:- 2580  Cost =  9.21938101893e-06
Iteration:- 2581  Cost =  9.19445535118e-06
Iteration:- 2582  Cost =  9.16959871761e-06
Iteration:- 2583  Cost =  9.1448109187e-06
Iteration:- 2584  Cost =  9.12009175557e-06
Iteration:- 2585  Cost =  9.09544102992e-06
Iteration:- 2586  Cost =  9.07085854409e-06
Iteration:- 2587  Cost =  9.04634410102e-06
Iteration:- 2588  Cost =  9.02189750425e-06
Iteration:- 2589  Cost =  8.99751855796e-06
Iteration:- 2590  Cost =  8.9732070669e-06
Iteration:- 2591  Cost =  8.94896283645e-06
Iteration:- 2592  Cost =  8.92478567256e-06
Iteration:- 2593  Cost =  8.90067538181e-06
Iteration:- 2594  Cost =  8.87663177136e-06
Iteration:- 2595  Cost =  8.85265464898e-06
Iteration:- 2596  Cost =  8.82874382301e-06
Iteration:- 2597  Cost =  8.8048991024e-06
Iteration:- 2598  Cost =  8.78112029667e-06
Iteration:- 2599  Cost =  8.75740721596e-06
Iteration:- 2600  Cost =  8.73375967097e-06
Iteration:- 2601  Cost =  8.71017747297e-06
Iteration:- 2602  Cost =  8.68666043385e-06
Iteration:- 2603  Cost =  8.66320836604e-06
Iteration:- 2604  Cost =  8.63982108258e-06
Iteration:- 2605  Cost =  8.61649839707e-06
Iteration:- 2606  Cost =  8.59324012367e-06
Iteration:- 2607  Cost =  8.57004607713e-06
Iteration:- 2608  Cost =  8.54691607276e-06
Iteration:- 2609  Cost =  8.52384992645e-06
Iteration:- 2610  Cost =  8.50084745465e-06
Iteration:- 2611  Cost =  8.47790847435e-06
Iteration:- 2612  Cost =  8.45503280314e-06
Iteration:- 2613  Cost =  8.43222025915e-06
Iteration:- 2614  Cost =  8.40947066106e-06
Iteration:- 2615  Cost =  8.38678382812e-06
Iteration:- 2616  Cost =  8.36415958013e-06
Iteration:- 2617  Cost =  8.34159773745e-06
Iteration:- 2618  Cost =  8.31909812097e-06
Iteration:- 2619  Cost =  8.29666055214e-06
Iteration:- 2620  Cost =  8.27428485297e-06
Iteration:- 2621  Cost =  8.251970846e-06
Iteration:- 2622  Cost =  8.2297183543e-06
Iteration:- 2623  Cost =  8.20752720152e-06
Iteration:- 2624  Cost =  8.18539721181e-06
Iteration:- 2625  Cost =  8.16332820988e-06
Iteration:- 2626  Cost =  8.14132002096e-06
Iteration:- 2627  Cost =  8.11937247084e-06
Iteration:- 2628  Cost =  8.09748538581e-06
Iteration:- 2629  Cost =  8.07565859272e-06
Iteration:- 2630  Cost =  8.05389191892e-06
Iteration:- 2631  Cost =  8.03218519232e-06
Iteration:- 2632  Cost =  8.01053824132e-06
Iteration:- 2633  Cost =  7.98895089487e-06
Iteration:- 2634  Cost =  7.96742298242e-06
Iteration:- 2635  Cost =  7.94595433397e-06
Iteration:- 2636  Cost =  7.92454478e-06
Iteration:- 2637  Cost =  7.90319415154e-06
Iteration:- 2638  Cost =  7.88190228012e-06
Iteration:- 2639  Cost =  7.86066899777e-06
Iteration:- 2640  Cost =  7.83949413706e-06
Iteration:- 2641  Cost =  7.81837753105e-06
Iteration:- 2642  Cost =  7.79731901332e-06
Iteration:- 2643  Cost =  7.77631841793e-06
Iteration:- 2644  Cost =  7.75537557947e-06
Iteration:- 2645  Cost =  7.73449033303e-06
Iteration:- 2646  Cost =  7.7136625142e-06
Iteration:- 2647  Cost =  7.69289195906e-06
Iteration:- 2648  Cost =  7.67217850419e-06
Iteration:- 2649  Cost =  7.65152198668e-06
Iteration:- 2650  Cost =  7.6309222441e-06
Iteration:- 2651  Cost =  7.61037911451e-06
Iteration:- 2652  Cost =  7.58989243648e-06
Iteration:- 2653  Cost =  7.56946204905e-06
Iteration:- 2654  Cost =  7.54908779175e-06
Iteration:- 2655  Cost =  7.52876950462e-06
Iteration:- 2656  Cost =  7.50850702816e-06
Iteration:- 2657  Cost =  7.48830020336e-06
Iteration:- 2658  Cost =  7.46814887168e-06
Iteration:- 2659  Cost =  7.44805287508e-06
Iteration:- 2660  Cost =  7.428012056e-06
Iteration:- 2661  Cost =  7.40802625733e-06
Iteration:- 2662  Cost =  7.38809532245e-06
Iteration:- 2663  Cost =  7.36821909523e-06
Iteration:- 2664  Cost =  7.34839741999e-06
Iteration:- 2665  Cost =  7.32863014153e-06
Iteration:- 2666  Cost =  7.30891710511e-06
Iteration:- 2667  Cost =  7.28925815647e-06
Iteration:- 2668  Cost =  7.2696531418e-06
Iteration:- 2669  Cost =  7.25010190778e-06
Iteration:- 2670  Cost =  7.23060430152e-06
Iteration:- 2671  Cost =  7.21116017062e-06
Iteration:- 2672  Cost =  7.19176936311e-06
Iteration:- 2673  Cost =  7.17243172752e-06
Iteration:- 2674  Cost =  7.1531471128e-06
Iteration:- 2675  Cost =  7.13391536836e-06
Iteration:- 2676  Cost =  7.11473634408e-06
Iteration:- 2677  Cost =  7.09560989028e-06
Iteration:- 2678  Cost =  7.07653585774e-06
Iteration:- 2679  Cost =  7.05751409768e-06
Iteration:- 2680  Cost =  7.03854446176e-06
Iteration:- 2681  Cost =  7.01962680211e-06
Iteration:- 2682  Cost =  7.00076097129e-06
Iteration:- 2683  Cost =  6.9819468223e-06
Iteration:- 2684  Cost =  6.9631842086e-06
Iteration:- 2685  Cost =  6.94447298405e-06
Iteration:- 2686  Cost =  6.92581300301e-06
Iteration:- 2687  Cost =  6.90720412022e-06
Iteration:- 2688  Cost =  6.88864619089e-06
Iteration:- 2689  Cost =  6.87013907065e-06
Iteration:- 2690  Cost =  6.85168261557e-06
Iteration:- 2691  Cost =  6.83327668216e-06
Iteration:- 2692  Cost =  6.81492112733e-06
Iteration:- 2693  Cost =  6.79661580845e-06
Iteration:- 2694  Cost =  6.77836058331e-06
Iteration:- 2695  Cost =  6.76015531013e-06
Iteration:- 2696  Cost =  6.74199984752e-06
Iteration:- 2697  Cost =  6.72389405457e-06
Iteration:- 2698  Cost =  6.70583779076e-06
Iteration:- 2699  Cost =  6.68783091597e-06
Iteration:- 2700  Cost =  6.66987329055e-06
Iteration:- 2701  Cost =  6.65196477524e-06
Iteration:- 2702  Cost =  6.63410523118e-06
Iteration:- 2703  Cost =  6.61629451996e-06
Iteration:- 2704  Cost =  6.59853250355e-06
Iteration:- 2705  Cost =  6.58081904437e-06
Iteration:- 2706  Cost =  6.56315400521e-06
Iteration:- 2707  Cost =  6.54553724931e-06
Iteration:- 2708  Cost =  6.52796864029e-06
Iteration:- 2709  Cost =  6.51044804219e-06
Iteration:- 2710  Cost =  6.49297531945e-06
Iteration:- 2711  Cost =  6.47555033691e-06
Iteration:- 2712  Cost =  6.45817295983e-06
Iteration:- 2713  Cost =  6.44084305386e-06
Iteration:- 2714  Cost =  6.42356048504e-06
Iteration:- 2715  Cost =  6.40632511985e-06
Iteration:- 2716  Cost =  6.38913682511e-06
Iteration:- 2717  Cost =  6.37199546808e-06
Iteration:- 2718  Cost =  6.35490091641e-06
Iteration:- 2719  Cost =  6.33785303812e-06
Iteration:- 2720  Cost =  6.32085170165e-06
Iteration:- 2721  Cost =  6.30389677582e-06
Iteration:- 2722  Cost =  6.28698812983e-06
Iteration:- 2723  Cost =  6.2701256333e-06
Iteration:- 2724  Cost =  6.2533091562e-06
Iteration:- 2725  Cost =  6.23653856892e-06
Iteration:- 2726  Cost =  6.21981374221e-06
Iteration:- 2727  Cost =  6.20313454721e-06
Iteration:- 2728  Cost =  6.18650085546e-06
Iteration:- 2729  Cost =  6.16991253886e-06
Iteration:- 2730  Cost =  6.15336946971e-06
Iteration:- 2731  Cost =  6.13687152066e-06
Iteration:- 2732  Cost =  6.12041856477e-06
Iteration:- 2733  Cost =  6.10401047545e-06
Iteration:- 2734  Cost =  6.08764712652e-06
Iteration:- 2735  Cost =  6.07132839213e-06
Iteration:- 2736  Cost =  6.05505414684e-06
Iteration:- 2737  Cost =  6.03882426556e-06
Iteration:- 2738  Cost =  6.02263862359e-06
Iteration:- 2739  Cost =  6.00649709657e-06
Iteration:- 2740  Cost =  5.99039956054e-06
Iteration:- 2741  Cost =  5.97434589189e-06
Iteration:- 2742  Cost =  5.95833596738e-06
Iteration:- 2743  Cost =  5.94236966413e-06
Iteration:- 2744  Cost =  5.92644685964e-06
Iteration:- 2745  Cost =  5.91056743174e-06
Iteration:- 2746  Cost =  5.89473125866e-06
Iteration:- 2747  Cost =  5.87893821896e-06
Iteration:- 2748  Cost =  5.86318819157e-06
Iteration:- 2749  Cost =  5.84748105579e-06
Iteration:- 2750  Cost =  5.83181669126e-06
Iteration:- 2751  Cost =  5.81619497798e-06
Iteration:- 2752  Cost =  5.8006157963e-06
Iteration:- 2753  Cost =  5.78507902693e-06
Iteration:- 2754  Cost =  5.76958455094e-06
Iteration:- 2755  Cost =  5.75413224973e-06
Iteration:- 2756  Cost =  5.73872200507e-06
Iteration:- 2757  Cost =  5.72335369907e-06
Iteration:- 2758  Cost =  5.70802721418e-06
Iteration:- 2759  Cost =  5.6927424332e-06
Iteration:- 2760  Cost =  5.6774992393e-06
Iteration:- 2761  Cost =  5.66229751596e-06
Iteration:- 2762  Cost =  5.64713714703e-06
Iteration:- 2763  Cost =  5.63201801667e-06
Iteration:- 2764  Cost =  5.61694000941e-06
Iteration:- 2765  Cost =  5.60190301012e-06
Iteration:- 2766  Cost =  5.58690690399e-06
Iteration:- 2767  Cost =  5.57195157655e-06
Iteration:- 2768  Cost =  5.55703691369e-06
Iteration:- 2769  Cost =  5.54216280162e-06
Iteration:- 2770  Cost =  5.52732912687e-06
Iteration:- 2771  Cost =  5.51253577633e-06
Iteration:- 2772  Cost =  5.4977826372e-06
Iteration:- 2773  Cost =  5.48306959703e-06
Iteration:- 2774  Cost =  5.46839654369e-06
Iteration:- 2775  Cost =  5.45376336539e-06
Iteration:- 2776  Cost =  5.43916995064e-06
Iteration:- 2777  Cost =  5.42461618832e-06
Iteration:- 2778  Cost =  5.4101019676e-06
Iteration:- 2779  Cost =  5.39562717799e-06
Iteration:- 2780  Cost =  5.38119170933e-06
Iteration:- 2781  Cost =  5.36679545176e-06
Iteration:- 2782  Cost =  5.35243829578e-06
Iteration:- 2783  Cost =  5.33812013217e-06
Iteration:- 2784  Cost =  5.32384085205e-06
Iteration:- 2785  Cost =  5.30960034687e-06
Iteration:- 2786  Cost =  5.29539850839e-06
Iteration:- 2787  Cost =  5.28123522866e-06
Iteration:- 2788  Cost =  5.26711040009e-06
Iteration:- 2789  Cost =  5.25302391538e-06
Iteration:- 2790  Cost =  5.23897566754e-06
Iteration:- 2791  Cost =  5.22496554991e-06
Iteration:- 2792  Cost =  5.21099345613e-06
Iteration:- 2793  Cost =  5.19705928016e-06
Iteration:- 2794  Cost =  5.18316291625e-06
Iteration:- 2795  Cost =  5.16930425899e-06
Iteration:- 2796  Cost =  5.15548320325e-06
Iteration:- 2797  Cost =  5.14169964423e-06
Iteration:- 2798  Cost =  5.12795347742e-06
Iteration:- 2799  Cost =  5.11424459862e-06
Iteration:- 2800  Cost =  5.10057290393e-06
Iteration:- 2801  Cost =  5.08693828977e-06
Iteration:- 2802  Cost =  5.07334065284e-06
Iteration:- 2803  Cost =  5.05977989015e-06
Iteration:- 2804  Cost =  5.04625589903e-06
Iteration:- 2805  Cost =  5.03276857707e-06
Iteration:- 2806  Cost =  5.0193178222e-06
Iteration:- 2807  Cost =  5.00590353261e-06
Iteration:- 2808  Cost =  4.99252560682e-06
Iteration:- 2809  Cost =  4.97918394362e-06
Iteration:- 2810  Cost =  4.96587844211e-06
Iteration:- 2811  Cost =  4.95260900169e-06
Iteration:- 2812  Cost =  4.93937552202e-06
Iteration:- 2813  Cost =  4.92617790309e-06
Iteration:- 2814  Cost =  4.91301604516e-06
Iteration:- 2815  Cost =  4.89988984879e-06
Iteration:- 2816  Cost =  4.88679921483e-06
Iteration:- 2817  Cost =  4.8737440444e-06
Iteration:- 2818  Cost =  4.86072423894e-06
Iteration:- 2819  Cost =  4.84773970014e-06
Iteration:- 2820  Cost =  4.83479033e-06
Iteration:- 2821  Cost =  4.8218760308e-06
Iteration:- 2822  Cost =  4.80899670511e-06
Iteration:- 2823  Cost =  4.79615225576e-06
Iteration:- 2824  Cost =  4.7833425859e-06
Iteration:- 2825  Cost =  4.77056759892e-06
Iteration:- 2826  Cost =  4.75782719851e-06
Iteration:- 2827  Cost =  4.74512128865e-06
Iteration:- 2828  Cost =  4.73244977359e-06
Iteration:- 2829  Cost =  4.71981255784e-06
Iteration:- 2830  Cost =  4.70720954622e-06
Iteration:- 2831  Cost =  4.6946406438e-06
Iteration:- 2832  Cost =  4.68210575594e-06
Iteration:- 2833  Cost =  4.66960478826e-06
Iteration:- 2834  Cost =  4.65713764666e-06
Iteration:- 2835  Cost =  4.64470423733e-06
Iteration:- 2836  Cost =  4.63230446671e-06
Iteration:- 2837  Cost =  4.61993824152e-06
Iteration:- 2838  Cost =  4.60760546874e-06
Iteration:- 2839  Cost =  4.59530605563e-06
Iteration:- 2840  Cost =  4.58303990973e-06
Iteration:- 2841  Cost =  4.57080693881e-06
Iteration:- 2842  Cost =  4.55860705094e-06
Iteration:- 2843  Cost =  4.54644015445e-06
Iteration:- 2844  Cost =  4.53430615793e-06
Iteration:- 2845  Cost =  4.52220497024e-06
Iteration:- 2846  Cost =  4.51013650049e-06
Iteration:- 2847  Cost =  4.49810065806e-06
Iteration:- 2848  Cost =  4.48609735261e-06
Iteration:- 2849  Cost =  4.47412649402e-06
Iteration:- 2850  Cost =  4.46218799248e-06
Iteration:- 2851  Cost =  4.45028175841e-06
Iteration:- 2852  Cost =  4.43840770248e-06
Iteration:- 2853  Cost =  4.42656573564e-06
Iteration:- 2854  Cost =  4.41475576908e-06
Iteration:- 2855  Cost =  4.40297771427e-06
Iteration:- 2856  Cost =  4.39123148291e-06
Iteration:- 2857  Cost =  4.37951698697e-06
Iteration:- 2858  Cost =  4.36783413866e-06
Iteration:- 2859  Cost =  4.35618285046e-06
Iteration:- 2860  Cost =  4.34456303509e-06
Iteration:- 2861  Cost =  4.33297460553e-06
Iteration:- 2862  Cost =  4.321417475e-06
Iteration:- 2863  Cost =  4.30989155698e-06
Iteration:- 2864  Cost =  4.2983967652e-06
Iteration:- 2865  Cost =  4.28693301362e-06
Iteration:- 2866  Cost =  4.27550021648e-06
Iteration:- 2867  Cost =  4.26409828824e-06
Iteration:- 2868  Cost =  4.25272714361e-06
Iteration:- 2869  Cost =  4.24138669756e-06
Iteration:- 2870  Cost =  4.23007686529e-06
Iteration:- 2871  Cost =  4.21879756225e-06
Iteration:- 2872  Cost =  4.20754870413e-06
Iteration:- 2873  Cost =  4.19633020687e-06
Iteration:- 2874  Cost =  4.18514198664e-06
Iteration:- 2875  Cost =  4.17398395986e-06
Iteration:- 2876  Cost =  4.1628560432e-06
Iteration:- 2877  Cost =  4.15175815353e-06
Iteration:- 2878  Cost =  4.14069020801e-06
Iteration:- 2879  Cost =  4.129652124e-06
Iteration:- 2880  Cost =  4.11864381912e-06
Iteration:- 2881  Cost =  4.10766521122e-06
Iteration:- 2882  Cost =  4.09671621837e-06
Iteration:- 2883  Cost =  4.08579675889e-06
Iteration:- 2884  Cost =  4.07490675134e-06
Iteration:- 2885  Cost =  4.06404611451e-06
Iteration:- 2886  Cost =  4.05321476741e-06
Iteration:- 2887  Cost =  4.0424126293e-06
Iteration:- 2888  Cost =  4.03163961965e-06
Iteration:- 2889  Cost =  4.02089565819e-06
Iteration:- 2890  Cost =  4.01018066485e-06
Iteration:- 2891  Cost =  3.99949455982e-06
Iteration:- 2892  Cost =  3.98883726348e-06
Iteration:- 2893  Cost =  3.97820869648e-06
Iteration:- 2894  Cost =  3.96760877967e-06
Iteration:- 2895  Cost =  3.95703743414e-06
Iteration:- 2896  Cost =  3.94649458118e-06
Iteration:- 2897  Cost =  3.93598014235e-06
Iteration:- 2898  Cost =  3.9254940394e-06
Iteration:- 2899  Cost =  3.91503619431e-06
Iteration:- 2900  Cost =  3.90460652928e-06
Iteration:- 2901  Cost =  3.89420496676e-06
Iteration:- 2902  Cost =  3.88383142939e-06
Iteration:- 2903  Cost =  3.87348584004e-06
Iteration:- 2904  Cost =  3.86316812181e-06
Iteration:- 2905  Cost =  3.852878198e-06
Iteration:- 2906  Cost =  3.84261599215e-06
Iteration:- 2907  Cost =  3.83238142801e-06
Iteration:- 2908  Cost =  3.82217442955e-06
Iteration:- 2909  Cost =  3.81199492096e-06
Iteration:- 2910  Cost =  3.80184282662e-06
Iteration:- 2911  Cost =  3.79171807117e-06
Iteration:- 2912  Cost =  3.78162057943e-06
Iteration:- 2913  Cost =  3.77155027646e-06
Iteration:- 2914  Cost =  3.7615070875e-06
Iteration:- 2915  Cost =  3.75149093804e-06
Iteration:- 2916  Cost =  3.74150175377e-06
Iteration:- 2917  Cost =  3.73153946058e-06
Iteration:- 2918  Cost =  3.72160398457e-06
Iteration:- 2919  Cost =  3.71169525208e-06
Iteration:- 2920  Cost =  3.70181318964e-06
Iteration:- 2921  Cost =  3.69195772397e-06
Iteration:- 2922  Cost =  3.68212878204e-06
Iteration:- 2923  Cost =  3.67232629099e-06
Iteration:- 2924  Cost =  3.66255017819e-06
Iteration:- 2925  Cost =  3.65280037122e-06
Iteration:- 2926  Cost =  3.64307679785e-06
Iteration:- 2927  Cost =  3.63337938606e-06
Iteration:- 2928  Cost =  3.62370806404e-06
Iteration:- 2929  Cost =  3.61406276019e-06
Iteration:- 2930  Cost =  3.60444340309e-06
Iteration:- 2931  Cost =  3.59484992155e-06
Iteration:- 2932  Cost =  3.58528224457e-06
Iteration:- 2933  Cost =  3.57574030135e-06
Iteration:- 2934  Cost =  3.5662240213e-06
Iteration:- 2935  Cost =  3.55673333403e-06
Iteration:- 2936  Cost =  3.54726816933e-06
Iteration:- 2937  Cost =  3.53782845721e-06
Iteration:- 2938  Cost =  3.52841412788e-06
Iteration:- 2939  Cost =  3.51902511174e-06
Iteration:- 2940  Cost =  3.50966133938e-06
Iteration:- 2941  Cost =  3.50032274161e-06
Iteration:- 2942  Cost =  3.49100924942e-06
Iteration:- 2943  Cost =  3.481720794e-06
Iteration:- 2944  Cost =  3.47245730672e-06
Iteration:- 2945  Cost =  3.46321871918e-06
Iteration:- 2946  Cost =  3.45400496314e-06
Iteration:- 2947  Cost =  3.44481597057e-06
Iteration:- 2948  Cost =  3.43565167363e-06
Iteration:- 2949  Cost =  3.42651200467e-06
Iteration:- 2950  Cost =  3.41739689624e-06
Iteration:- 2951  Cost =  3.40830628107e-06
Iteration:- 2952  Cost =  3.39924009209e-06
Iteration:- 2953  Cost =  3.39019826241e-06
Iteration:- 2954  Cost =  3.38118072534e-06
Iteration:- 2955  Cost =  3.37218741437e-06
Iteration:- 2956  Cost =  3.36321826318e-06
Iteration:- 2957  Cost =  3.35427320565e-06
Iteration:- 2958  Cost =  3.34535217583e-06
Iteration:- 2959  Cost =  3.33645510797e-06
Iteration:- 2960  Cost =  3.3275819365e-06
Iteration:- 2961  Cost =  3.31873259603e-06
Iteration:- 2962  Cost =  3.30990702137e-06
Iteration:- 2963  Cost =  3.3011051475e-06
Iteration:- 2964  Cost =  3.29232690958e-06
Iteration:- 2965  Cost =  3.28357224298e-06
Iteration:- 2966  Cost =  3.27484108323e-06
Iteration:- 2967  Cost =  3.26613336604e-06
Iteration:- 2968  Cost =  3.25744902732e-06
Iteration:- 2969  Cost =  3.24878800314e-06
Iteration:- 2970  Cost =  3.24015022977e-06
Iteration:- 2971  Cost =  3.23153564365e-06
Iteration:- 2972  Cost =  3.2229441814e-06
Iteration:- 2973  Cost =  3.21437577981e-06
Iteration:- 2974  Cost =  3.20583037588e-06
Iteration:- 2975  Cost =  3.19730790675e-06
Iteration:- 2976  Cost =  3.18880830976e-06
Iteration:- 2977  Cost =  3.18033152242e-06
Iteration:- 2978  Cost =  3.17187748241e-06
Iteration:- 2979  Cost =  3.1634461276e-06
Iteration:- 2980  Cost =  3.15503739603e-06
Iteration:- 2981  Cost =  3.1466512259e-06
Iteration:- 2982  Cost =  3.13828755562e-06
Iteration:- 2983  Cost =  3.12994632373e-06
Iteration:- 2984  Cost =  3.12162746897e-06
Iteration:- 2985  Cost =  3.11333093026e-06
Iteration:- 2986  Cost =  3.10505664666e-06
Iteration:- 2987  Cost =  3.09680455743e-06
Iteration:- 2988  Cost =  3.08857460199e-06
Iteration:- 2989  Cost =  3.08036671993e-06
Iteration:- 2990  Cost =  3.07218085102e-06
Iteration:- 2991  Cost =  3.06401693519e-06
Iteration:- 2992  Cost =  3.05587491253e-06
Iteration:- 2993  Cost =  3.04775472333e-06
Iteration:- 2994  Cost =  3.03965630802e-06
Iteration:- 2995  Cost =  3.03157960719e-06
Iteration:- 2996  Cost =  3.02352456164e-06
Iteration:- 2997  Cost =  3.0154911123e-06
Iteration:- 2998  Cost =  3.00747920026e-06
Iteration:- 2999  Cost =  2.99948876682e-06
Iteration:- 3000  Cost =  2.99151975339e-06
Iteration:- 3001  Cost =  2.98357210159e-06
Iteration:- 3002  Cost =  2.97564575317e-06
Iteration:- 3003  Cost =  2.96774065008e-06
Iteration:- 3004  Cost =  2.95985673439e-06
Iteration:- 3005  Cost =  2.95199394837e-06
Iteration:- 3006  Cost =  2.94415223443e-06
Iteration:- 3007  Cost =  2.93633153516e-06
Iteration:- 3008  Cost =  2.92853179329e-06
Iteration:- 3009  Cost =  2.92075295172e-06
Iteration:- 3010  Cost =  2.91299495352e-06
Iteration:- 3011  Cost =  2.90525774191e-06
Iteration:- 3012  Cost =  2.89754126027e-06
Iteration:- 3013  Cost =  2.88984545214e-06
Iteration:- 3014  Cost =  2.88217026121e-06
Iteration:- 3015  Cost =  2.87451563135e-06
Iteration:- 3016  Cost =  2.86688150657e-06
Iteration:- 3017  Cost =  2.85926783104e-06
Iteration:- 3018  Cost =  2.85167454908e-06
Iteration:- 3019  Cost =  2.84410160519e-06
Iteration:- 3020  Cost =  2.83654894399e-06
Iteration:- 3021  Cost =  2.82901651029e-06
Iteration:- 3022  Cost =  2.82150424903e-06
Iteration:- 3023  Cost =  2.81401210532e-06
Iteration:- 3024  Cost =  2.80654002442e-06
Iteration:- 3025  Cost =  2.79908795173e-06
Iteration:- 3026  Cost =  2.79165583282e-06
Iteration:- 3027  Cost =  2.78424361341e-06
Iteration:- 3028  Cost =  2.77685123936e-06
Iteration:- 3029  Cost =  2.7694786567e-06
Iteration:- 3030  Cost =  2.76212581159e-06
Iteration:- 3031  Cost =  2.75479265036e-06
Iteration:- 3032  Cost =  2.74747911947e-06
Iteration:- 3033  Cost =  2.74018516556e-06
Iteration:- 3034  Cost =  2.73291073539e-06
Iteration:- 3035  Cost =  2.72565577589e-06
Iteration:- 3036  Cost =  2.71842023411e-06
Iteration:- 3037  Cost =  2.71120405728e-06
Iteration:- 3038  Cost =  2.70400719277e-06
Iteration:- 3039  Cost =  2.69682958807e-06
Iteration:- 3040  Cost =  2.68967119086e-06
Iteration:- 3041  Cost =  2.68253194894e-06
Iteration:- 3042  Cost =  2.67541181025e-06
Iteration:- 3043  Cost =  2.6683107229e-06
Iteration:- 3044  Cost =  2.66122863511e-06
Iteration:- 3045  Cost =  2.65416549529e-06
Iteration:- 3046  Cost =  2.64712125196e-06
Iteration:- 3047  Cost =  2.64009585379e-06
Iteration:- 3048  Cost =  2.6330892496e-06
Iteration:- 3049  Cost =  2.62610138835e-06
Iteration:- 3050  Cost =  2.61913221914e-06
Iteration:- 3051  Cost =  2.61218169121e-06
Iteration:- 3052  Cost =  2.60524975396e-06
Iteration:- 3053  Cost =  2.59833635691e-06
Iteration:- 3054  Cost =  2.59144144972e-06
Iteration:- 3055  Cost =  2.58456498222e-06
Iteration:- 3056  Cost =  2.57770690433e-06
Iteration:- 3057  Cost =  2.57086716616e-06
Iteration:- 3058  Cost =  2.56404571793e-06
Iteration:- 3059  Cost =  2.55724251001e-06
Iteration:- 3060  Cost =  2.5504574929e-06
Iteration:- 3061  Cost =  2.54369061725e-06
Iteration:- 3062  Cost =  2.53694183383e-06
Iteration:- 3063  Cost =  2.53021109356e-06
Iteration:- 3064  Cost =  2.52349834749e-06
Iteration:- 3065  Cost =  2.51680354683e-06
Iteration:- 3066  Cost =  2.51012664288e-06
Iteration:- 3067  Cost =  2.50346758713e-06
Iteration:- 3068  Cost =  2.49682633115e-06
Iteration:- 3069  Cost =  2.49020282669e-06
Iteration:- 3070  Cost =  2.48359702562e-06
Iteration:- 3071  Cost =  2.47700887992e-06
Iteration:- 3072  Cost =  2.47043834174e-06
Iteration:- 3073  Cost =  2.46388536334e-06
Iteration:- 3074  Cost =  2.45734989713e-06
Iteration:- 3075  Cost =  2.45083189564e-06
Iteration:- 3076  Cost =  2.44433131152e-06
Iteration:- 3077  Cost =  2.43784809758e-06
Iteration:- 3078  Cost =  2.43138220675e-06
Iteration:- 3079  Cost =  2.42493359209e-06
Iteration:- 3080  Cost =  2.41850220677e-06
Iteration:- 3081  Cost =  2.41208800413e-06
Iteration:- 3082  Cost =  2.40569093761e-06
Iteration:- 3083  Cost =  2.3993109608e-06
Iteration:- 3084  Cost =  2.39294802739e-06
Iteration:- 3085  Cost =  2.38660209122e-06
Iteration:- 3086  Cost =  2.38027310626e-06
Iteration:- 3087  Cost =  2.37396102661e-06
Iteration:- 3088  Cost =  2.36766580647e-06
Iteration:- 3089  Cost =  2.36138740021e-06
Iteration:- 3090  Cost =  2.35512576228e-06
Iteration:- 3091  Cost =  2.3488808473e-06
Iteration:- 3092  Cost =  2.34265260999e-06
Iteration:- 3093  Cost =  2.3364410052e-06
Iteration:- 3094  Cost =  2.33024598791e-06
Iteration:- 3095  Cost =  2.32406751321e-06
Iteration:- 3096  Cost =  2.31790553635e-06
Iteration:- 3097  Cost =  2.31176001266e-06
Iteration:- 3098  Cost =  2.30563089763e-06
Iteration:- 3099  Cost =  2.29951814685e-06
Iteration:- 3100  Cost =  2.29342171605e-06
Iteration:- 3101  Cost =  2.28734156107e-06
Iteration:- 3102  Cost =  2.28127763787e-06
Iteration:- 3103  Cost =  2.27522990254e-06
Iteration:- 3104  Cost =  2.2691983113e-06
Iteration:- 3105  Cost =  2.26318282049e-06
Iteration:- 3106  Cost =  2.25718338654e-06
Iteration:- 3107  Cost =  2.25119996603e-06
Iteration:- 3108  Cost =  2.24523251567e-06
Iteration:- 3109  Cost =  2.23928099226e-06
Iteration:- 3110  Cost =  2.23334535274e-06
Iteration:- 3111  Cost =  2.22742555417e-06
Iteration:- 3112  Cost =  2.2215215537e-06
Iteration:- 3113  Cost =  2.21563330864e-06
Iteration:- 3114  Cost =  2.20976077639e-06
Iteration:- 3115  Cost =  2.20390391449e-06
Iteration:- 3116  Cost =  2.19806268056e-06
Iteration:- 3117  Cost =  2.19223703239e-06
Iteration:- 3118  Cost =  2.18642692784e-06
Iteration:- 3119  Cost =  2.18063232491e-06
Iteration:- 3120  Cost =  2.17485318172e-06
Iteration:- 3121  Cost =  2.16908945648e-06
Iteration:- 3122  Cost =  2.16334110755e-06
Iteration:- 3123  Cost =  2.15760809338e-06
Iteration:- 3124  Cost =  2.15189037254e-06
Iteration:- 3125  Cost =  2.14618790373e-06
Iteration:- 3126  Cost =  2.14050064574e-06
Iteration:- 3127  Cost =  2.13482855749e-06
Iteration:- 3128  Cost =  2.12917159801e-06
Iteration:- 3129  Cost =  2.12352972644e-06
Iteration:- 3130  Cost =  2.11790290203e-06
Iteration:- 3131  Cost =  2.11229108417e-06
Iteration:- 3132  Cost =  2.10669423232e-06
Iteration:- 3133  Cost =  2.10111230607e-06
Iteration:- 3134  Cost =  2.09554526514e-06
Iteration:- 3135  Cost =  2.08999306934e-06
Iteration:- 3136  Cost =  2.0844556786e-06
Iteration:- 3137  Cost =  2.07893305294e-06
Iteration:- 3138  Cost =  2.07342515252e-06
Iteration:- 3139  Cost =  2.0679319376e-06
Iteration:- 3140  Cost =  2.06245336854e-06
Iteration:- 3141  Cost =  2.05698940583e-06
Iteration:- 3142  Cost =  2.05154001003e-06
Iteration:- 3143  Cost =  2.04610514186e-06
Iteration:- 3144  Cost =  2.04068476211e-06
Iteration:- 3145  Cost =  2.03527883169e-06
Iteration:- 3146  Cost =  2.02988731163e-06
Iteration:- 3147  Cost =  2.02451016304e-06
Iteration:- 3148  Cost =  2.01914734717e-06
Iteration:- 3149  Cost =  2.01379882534e-06
Iteration:- 3150  Cost =  2.00846455902e-06
Iteration:- 3151  Cost =  2.00314450976e-06
Iteration:- 3152  Cost =  1.9978386392e-06
Iteration:- 3153  Cost =  1.99254690912e-06
Iteration:- 3154  Cost =  1.98726928139e-06
Iteration:- 3155  Cost =  1.98200571799e-06
Iteration:- 3156  Cost =  1.97675618099e-06
Iteration:- 3157  Cost =  1.97152063257e-06
Iteration:- 3158  Cost =  1.96629903504e-06
Iteration:- 3159  Cost =  1.96109135078e-06
Iteration:- 3160  Cost =  1.95589754228e-06
Iteration:- 3161  Cost =  1.95071757215e-06
Iteration:- 3162  Cost =  1.9455514031e-06
Iteration:- 3163  Cost =  1.94039899791e-06
Iteration:- 3164  Cost =  1.93526031951e-06
Iteration:- 3165  Cost =  1.93013533091e-06
Iteration:- 3166  Cost =  1.92502399521e-06
Iteration:- 3167  Cost =  1.91992627563e-06
Iteration:- 3168  Cost =  1.91484213548e-06
Iteration:- 3169  Cost =  1.90977153819e-06
Iteration:- 3170  Cost =  1.90471444725e-06
Iteration:- 3171  Cost =  1.8996708263e-06
Iteration:- 3172  Cost =  1.89464063905e-06
Iteration:- 3173  Cost =  1.88962384931e-06
Iteration:- 3174  Cost =  1.88462042101e-06
Iteration:- 3175  Cost =  1.87963031815e-06
Iteration:- 3176  Cost =  1.87465350486e-06
Iteration:- 3177  Cost =  1.86968994533e-06
Iteration:- 3178  Cost =  1.86473960389e-06
Iteration:- 3179  Cost =  1.85980244495e-06
Iteration:- 3180  Cost =  1.85487843301e-06
Iteration:- 3181  Cost =  1.84996753268e-06
Iteration:- 3182  Cost =  1.84506970865e-06
Iteration:- 3183  Cost =  1.84018492573e-06
Iteration:- 3184  Cost =  1.83531314882e-06
Iteration:- 3185  Cost =  1.8304543429e-06
Iteration:- 3186  Cost =  1.82560847306e-06
Iteration:- 3187  Cost =  1.8207755045e-06
Iteration:- 3188  Cost =  1.81595540248e-06
Iteration:- 3189  Cost =  1.81114813239e-06
Iteration:- 3190  Cost =  1.80635365969e-06
Iteration:- 3191  Cost =  1.80157194995e-06
Iteration:- 3192  Cost =  1.79680296883e-06
Iteration:- 3193  Cost =  1.79204668208e-06
Iteration:- 3194  Cost =  1.78730305555e-06
Iteration:- 3195  Cost =  1.78257205518e-06
Iteration:- 3196  Cost =  1.77785364701e-06
Iteration:- 3197  Cost =  1.77314779717e-06
Iteration:- 3198  Cost =  1.76845447188e-06
Iteration:- 3199  Cost =  1.76377363744e-06
Iteration:- 3200  Cost =  1.75910526027e-06
Iteration:- 3201  Cost =  1.75444930687e-06
Iteration:- 3202  Cost =  1.74980574383e-06
Iteration:- 3203  Cost =  1.74517453782e-06
Iteration:- 3204  Cost =  1.74055565563e-06
Iteration:- 3205  Cost =  1.73594906411e-06
Iteration:- 3206  Cost =  1.73135473022e-06
Iteration:- 3207  Cost =  1.72677262101e-06
Iteration:- 3208  Cost =  1.72220270361e-06
Iteration:- 3209  Cost =  1.71764494525e-06
Iteration:- 3210  Cost =  1.71309931325e-06
Iteration:- 3211  Cost =  1.708565775e-06
Iteration:- 3212  Cost =  1.70404429802e-06
Iteration:- 3213  Cost =  1.69953484987e-06
Iteration:- 3214  Cost =  1.69503739824e-06
Iteration:- 3215  Cost =  1.69055191088e-06
Iteration:- 3216  Cost =  1.68607835565e-06
Iteration:- 3217  Cost =  1.68161670047e-06
Iteration:- 3218  Cost =  1.67716691339e-06
Iteration:- 3219  Cost =  1.6727289625e-06
Iteration:- 3220  Cost =  1.66830281602e-06
Iteration:- 3221  Cost =  1.66388844222e-06
Iteration:- 3222  Cost =  1.65948580949e-06
Iteration:- 3223  Cost =  1.65509488627e-06
Iteration:- 3224  Cost =  1.65071564113e-06
Iteration:- 3225  Cost =  1.64634804269e-06
Iteration:- 3226  Cost =  1.64199205967e-06
Iteration:- 3227  Cost =  1.63764766088e-06
Iteration:- 3228  Cost =  1.63331481521e-06
Iteration:- 3229  Cost =  1.62899349162e-06
Iteration:- 3230  Cost =  1.62468365919e-06
Iteration:- 3231  Cost =  1.62038528705e-06
Iteration:- 3232  Cost =  1.61609834444e-06
Iteration:- 3233  Cost =  1.61182280067e-06
Iteration:- 3234  Cost =  1.60755862513e-06
Iteration:- 3235  Cost =  1.6033057873e-06
Iteration:- 3236  Cost =  1.59906425675e-06
Iteration:- 3237  Cost =  1.59483400313e-06
Iteration:- 3238  Cost =  1.59061499617e-06
Iteration:- 3239  Cost =  1.58640720568e-06
Iteration:- 3240  Cost =  1.58221060155e-06
Iteration:- 3241  Cost =  1.57802515376e-06
Iteration:- 3242  Cost =  1.57385083238e-06
Iteration:- 3243  Cost =  1.56968760753e-06
Iteration:- 3244  Cost =  1.56553544946e-06
Iteration:- 3245  Cost =  1.56139432845e-06
Iteration:- 3246  Cost =  1.55726421491e-06
Iteration:- 3247  Cost =  1.55314507928e-06
Iteration:- 3248  Cost =  1.54903689213e-06
Iteration:- 3249  Cost =  1.54493962407e-06
Iteration:- 3250  Cost =  1.54085324581e-06
Iteration:- 3251  Cost =  1.53677772815e-06
Iteration:- 3252  Cost =  1.53271304195e-06
Iteration:- 3253  Cost =  1.52865915815e-06
Iteration:- 3254  Cost =  1.52461604779e-06
Iteration:- 3255  Cost =  1.52058368197e-06
Iteration:- 3256  Cost =  1.51656203186e-06
Iteration:- 3257  Cost =  1.51255106875e-06
Iteration:- 3258  Cost =  1.50855076395e-06
Iteration:- 3259  Cost =  1.5045610889e-06
Iteration:- 3260  Cost =  1.5005820151e-06
Iteration:- 3261  Cost =  1.49661351411e-06
Iteration:- 3262  Cost =  1.49265555759e-06
Iteration:- 3263  Cost =  1.48870811727e-06
Iteration:- 3264  Cost =  1.48477116496e-06
Iteration:- 3265  Cost =  1.48084467254e-06
Iteration:- 3266  Cost =  1.47692861197e-06
Iteration:- 3267  Cost =  1.47302295528e-06
Iteration:- 3268  Cost =  1.4691276746e-06
Iteration:- 3269  Cost =  1.46524274211e-06
Iteration:- 3270  Cost =  1.46136813007e-06
Iteration:- 3271  Cost =  1.45750381083e-06
Iteration:- 3272  Cost =  1.4536497568e-06
Iteration:- 3273  Cost =  1.44980594047e-06
Iteration:- 3274  Cost =  1.44597233441e-06
Iteration:- 3275  Cost =  1.44214891125e-06
Iteration:- 3276  Cost =  1.43833564373e-06
Iteration:- 3277  Cost =  1.43453250461e-06
Iteration:- 3278  Cost =  1.43073946678e-06
Iteration:- 3279  Cost =  1.42695650316e-06
Iteration:- 3280  Cost =  1.42318358676e-06
Iteration:- 3281  Cost =  1.41942069068e-06
Iteration:- 3282  Cost =  1.41566778807e-06
Iteration:- 3283  Cost =  1.41192485215e-06
Iteration:- 3284  Cost =  1.40819185625e-06
Iteration:- 3285  Cost =  1.40446877372e-06
Iteration:- 3286  Cost =  1.40075557802e-06
Iteration:- 3287  Cost =  1.39705224268e-06
Iteration:- 3288  Cost =  1.39335874128e-06
Iteration:- 3289  Cost =  1.38967504749e-06
Iteration:- 3290  Cost =  1.38600113506e-06
Iteration:- 3291  Cost =  1.38233697777e-06
Iteration:- 3292  Cost =  1.37868254953e-06
Iteration:- 3293  Cost =  1.37503782427e-06
Iteration:- 3294  Cost =  1.37140277602e-06
Iteration:- 3295  Cost =  1.36777737886e-06
Iteration:- 3296  Cost =  1.36416160698e-06
Iteration:- 3297  Cost =  1.36055543459e-06
Iteration:- 3298  Cost =  1.356958836e-06
Iteration:- 3299  Cost =  1.35337178558e-06
Iteration:- 3300  Cost =  1.34979425778e-06
Iteration:- 3301  Cost =  1.34622622711e-06
Iteration:- 3302  Cost =  1.34266766814e-06
Iteration:- 3303  Cost =  1.33911855554e-06
Iteration:- 3304  Cost =  1.33557886401e-06
Iteration:- 3305  Cost =  1.33204856835e-06
Iteration:- 3306  Cost =  1.32852764341e-06
Iteration:- 3307  Cost =  1.32501606413e-06
Iteration:- 3308  Cost =  1.32151380548e-06
Iteration:- 3309  Cost =  1.31802084254e-06
Iteration:- 3310  Cost =  1.31453715043e-06
Iteration:- 3311  Cost =  1.31106270435e-06
Iteration:- 3312  Cost =  1.30759747955e-06
Iteration:- 3313  Cost =  1.30414145139e-06
Iteration:- 3314  Cost =  1.30069459524e-06
Iteration:- 3315  Cost =  1.29725688657e-06
Iteration:- 3316  Cost =  1.29382830093e-06
Iteration:- 3317  Cost =  1.29040881389e-06
Iteration:- 3318  Cost =  1.28699840114e-06
Iteration:- 3319  Cost =  1.28359703839e-06
Iteration:- 3320  Cost =  1.28020470145e-06
Iteration:- 3321  Cost =  1.27682136618e-06
Iteration:- 3322  Cost =  1.2734470085e-06
Iteration:- 3323  Cost =  1.2700816044e-06
Iteration:- 3324  Cost =  1.26672512995e-06
Iteration:- 3325  Cost =  1.26337756126e-06
Iteration:- 3326  Cost =  1.26003887453e-06
Iteration:- 3327  Cost =  1.256709046e-06
Iteration:- 3328  Cost =  1.253388052e-06
Iteration:- 3329  Cost =  1.25007586889e-06
Iteration:- 3330  Cost =  1.24677247314e-06
Iteration:- 3331  Cost =  1.24347784124e-06
Iteration:- 3332  Cost =  1.24019194977e-06
Iteration:- 3333  Cost =  1.23691477537e-06
Iteration:- 3334  Cost =  1.23364629473e-06
Iteration:- 3335  Cost =  1.23038648461e-06
Iteration:- 3336  Cost =  1.22713532185e-06
Iteration:- 3337  Cost =  1.22389278333e-06
Iteration:- 3338  Cost =  1.220658846e-06
Iteration:- 3339  Cost =  1.21743348688e-06
Iteration:- 3340  Cost =  1.21421668303e-06
Iteration:- 3341  Cost =  1.21100841161e-06
Iteration:- 3342  Cost =  1.2078086498e-06
Iteration:- 3343  Cost =  1.20461737487e-06
Iteration:- 3344  Cost =  1.20143456415e-06
Iteration:- 3345  Cost =  1.19826019501e-06
Iteration:- 3346  Cost =  1.19509424491e-06
Iteration:- 3347  Cost =  1.19193669135e-06
Iteration:- 3348  Cost =  1.1887875119e-06
Iteration:- 3349  Cost =  1.18564668419e-06
Iteration:- 3350  Cost =  1.1825141859e-06
Iteration:- 3351  Cost =  1.17938999479e-06
Iteration:- 3352  Cost =  1.17627408867e-06
Iteration:- 3353  Cost =  1.17316644541e-06
Iteration:- 3354  Cost =  1.17006704293e-06
Iteration:- 3355  Cost =  1.16697585923e-06
Iteration:- 3356  Cost =  1.16389287236e-06
Iteration:- 3357  Cost =  1.16081806043e-06
Iteration:- 3358  Cost =  1.1577514016e-06
Iteration:- 3359  Cost =  1.1546928741e-06
Iteration:- 3360  Cost =  1.15164245622e-06
Iteration:- 3361  Cost =  1.1486001263e-06
Iteration:- 3362  Cost =  1.14556586274e-06
Iteration:- 3363  Cost =  1.14253964402e-06
Iteration:- 3364  Cost =  1.13952144864e-06
Iteration:- 3365  Cost =  1.13651125519e-06
Iteration:- 3366  Cost =  1.1335090423e-06
Iteration:- 3367  Cost =  1.13051478868e-06
Iteration:- 3368  Cost =  1.12752847306e-06
Iteration:- 3369  Cost =  1.12455007425e-06
Iteration:- 3370  Cost =  1.12157957114e-06
Iteration:- 3371  Cost =  1.11861694263e-06
Iteration:- 3372  Cost =  1.11566216771e-06
Iteration:- 3373  Cost =  1.11271522542e-06
Iteration:- 3374  Cost =  1.10977609486e-06
Iteration:- 3375  Cost =  1.10684475516e-06
Iteration:- 3376  Cost =  1.10392118554e-06
Iteration:- 3377  Cost =  1.10100536527e-06
Iteration:- 3378  Cost =  1.09809727366e-06
Iteration:- 3379  Cost =  1.09519689009e-06
Iteration:- 3380  Cost =  1.09230419399e-06
Iteration:- 3381  Cost =  1.08941916484e-06
Iteration:- 3382  Cost =  1.0865417822e-06
Iteration:- 3383  Cost =  1.08367202564e-06
Iteration:- 3384  Cost =  1.08080987484e-06
Iteration:- 3385  Cost =  1.07795530949e-06
Iteration:- 3386  Cost =  1.07510830937e-06
Iteration:- 3387  Cost =  1.07226885427e-06
Iteration:- 3388  Cost =  1.06943692409e-06
Iteration:- 3389  Cost =  1.06661249874e-06
Iteration:- 3390  Cost =  1.0637955582e-06
Iteration:- 3391  Cost =  1.06098608251e-06
Iteration:- 3392  Cost =  1.05818405176e-06
Iteration:- 3393  Cost =  1.05538944608e-06
Iteration:- 3394  Cost =  1.05260224568e-06
Iteration:- 3395  Cost =  1.0498224308e-06
Iteration:- 3396  Cost =  1.04704998175e-06
Iteration:- 3397  Cost =  1.04428487888e-06
Iteration:- 3398  Cost =  1.0415271026e-06
Iteration:- 3399  Cost =  1.03877663337e-06
Iteration:- 3400  Cost =  1.03603345171e-06
Iteration:- 3401  Cost =  1.03329753818e-06
Iteration:- 3402  Cost =  1.03056887341e-06
Iteration:- 3403  Cost =  1.02784743805e-06
Iteration:- 3404  Cost =  1.02513321285e-06
Iteration:- 3405  Cost =  1.02242617857e-06
Iteration:- 3406  Cost =  1.01972631605e-06
Iteration:- 3407  Cost =  1.01703360615e-06
Iteration:- 3408  Cost =  1.01434802982e-06
Iteration:- 3409  Cost =  1.01166956803e-06
Iteration:- 3410  Cost =  1.00899820183e-06
Iteration:- 3411  Cost =  1.00633391228e-06
Iteration:- 3412  Cost =  1.00367668054e-06
Iteration:- 3413  Cost =  1.00102648779e-06
Iteration:- 3414  Cost =  9.98383315261e-07
Iteration:- 3415  Cost =  9.95747144246e-07
Iteration:- 3416  Cost =  9.93117956084e-07
Iteration:- 3417  Cost =  9.90495732163e-07
Iteration:- 3418  Cost =  9.87880453924e-07
Iteration:- 3419  Cost =  9.85272102855e-07
Iteration:- 3420  Cost =  9.82670660495e-07
Iteration:- 3421  Cost =  9.80076108435e-07
Iteration:- 3422  Cost =  9.77488428312e-07
Iteration:- 3423  Cost =  9.74907601815e-07
Iteration:- 3424  Cost =  9.72333610681e-07
Iteration:- 3425  Cost =  9.69766436698e-07
Iteration:- 3426  Cost =  9.67206061701e-07
Iteration:- 3427  Cost =  9.64652467574e-07
Iteration:- 3428  Cost =  9.62105636252e-07
Iteration:- 3429  Cost =  9.59565549717e-07
Iteration:- 3430  Cost =  9.5703219e-07
Iteration:- 3431  Cost =  9.5450553918e-07
Iteration:- 3432  Cost =  9.51985579386e-07
Iteration:- 3433  Cost =  9.49472292791e-07
Iteration:- 3434  Cost =  9.46965661622e-07
Iteration:- 3435  Cost =  9.44465668148e-07
Iteration:- 3436  Cost =  9.41972294691e-07
Iteration:- 3437  Cost =  9.39485523616e-07
Iteration:- 3438  Cost =  9.37005337338e-07
Iteration:- 3439  Cost =  9.3453171832e-07
Iteration:- 3440  Cost =  9.3206464907e-07
Iteration:- 3441  Cost =  9.29604112145e-07
Iteration:- 3442  Cost =  9.27150090147e-07
Iteration:- 3443  Cost =  9.24702565728e-07
Iteration:- 3444  Cost =  9.22261521584e-07
Iteration:- 3445  Cost =  9.19826940459e-07
Iteration:- 3446  Cost =  9.17398805141e-07
Iteration:- 3447  Cost =  9.14977098468e-07
Iteration:- 3448  Cost =  9.12561803322e-07
Iteration:- 3449  Cost =  9.10152902632e-07
Iteration:- 3450  Cost =  9.07750379371e-07
Iteration:- 3451  Cost =  9.0535421656e-07
Iteration:- 3452  Cost =  9.02964397265e-07
Iteration:- 3453  Cost =  9.00580904598e-07
Iteration:- 3454  Cost =  8.98203721716e-07
Iteration:- 3455  Cost =  8.95832831821e-07
Iteration:- 3456  Cost =  8.9346821816e-07
Iteration:- 3457  Cost =  8.91109864026e-07
Iteration:- 3458  Cost =  8.88757752757e-07
Iteration:- 3459  Cost =  8.86411867734e-07
Iteration:- 3460  Cost =  8.84072192386e-07
Iteration:- 3461  Cost =  8.81738710184e-07
Iteration:- 3462  Cost =  8.79411404644e-07
Iteration:- 3463  Cost =  8.77090259326e-07
Iteration:- 3464  Cost =  8.74775257835e-07
Iteration:- 3465  Cost =  8.7246638382e-07
Iteration:- 3466  Cost =  8.70163620974e-07
Iteration:- 3467  Cost =  8.67866953033e-07
Iteration:- 3468  Cost =  8.65576363778e-07
Iteration:- 3469  Cost =  8.63291837032e-07
Iteration:- 3470  Cost =  8.61013356664e-07
Iteration:- 3471  Cost =  8.58740906583e-07
Iteration:- 3472  Cost =  8.56474470744e-07
Iteration:- 3473  Cost =  8.54214033144e-07
Iteration:- 3474  Cost =  8.51959577824e-07
Iteration:- 3475  Cost =  8.49711088867e-07
Iteration:- 3476  Cost =  8.47468550398e-07
Iteration:- 3477  Cost =  8.45231946586e-07
Iteration:- 3478  Cost =  8.43001261642e-07
Iteration:- 3479  Cost =  8.40776479821e-07
Iteration:- 3480  Cost =  8.38557585417e-07
Iteration:- 3481  Cost =  8.36344562769e-07
Iteration:- 3482  Cost =  8.34137396258e-07
Iteration:- 3483  Cost =  8.31936070304e-07
Iteration:- 3484  Cost =  8.29740569373e-07
Iteration:- 3485  Cost =  8.2755087797e-07
Iteration:- 3486  Cost =  8.25366980643e-07
Iteration:- 3487  Cost =  8.23188861979e-07
Iteration:- 3488  Cost =  8.21016506611e-07
Iteration:- 3489  Cost =  8.18849899209e-07
Iteration:- 3490  Cost =  8.16689024486e-07
Iteration:- 3491  Cost =  8.14533867195e-07
Iteration:- 3492  Cost =  8.12384412133e-07
Iteration:- 3493  Cost =  8.10240644133e-07
Iteration:- 3494  Cost =  8.08102548073e-07
Iteration:- 3495  Cost =  8.0597010887e-07
Iteration:- 3496  Cost =  8.0384331148e-07
Iteration:- 3497  Cost =  8.01722140903e-07
Iteration:- 3498  Cost =  7.99606582175e-07
Iteration:- 3499  Cost =  7.97496620375e-07
Iteration:- 3500  Cost =  7.95392240622e-07
Iteration:- 3501  Cost =  7.93293428074e-07
Iteration:- 3502  Cost =  7.91200167928e-07
Iteration:- 3503  Cost =  7.89112445424e-07
Iteration:- 3504  Cost =  7.87030245838e-07
Iteration:- 3505  Cost =  7.84953554487e-07
Iteration:- 3506  Cost =  7.82882356728e-07
Iteration:- 3507  Cost =  7.80816637957e-07
Iteration:- 3508  Cost =  7.78756383608e-07
Iteration:- 3509  Cost =  7.76701579155e-07
Iteration:- 3510  Cost =  7.74652210112e-07
Iteration:- 3511  Cost =  7.7260826203e-07
Iteration:- 3512  Cost =  7.705697205e-07
Iteration:- 3513  Cost =  7.68536571151e-07
Iteration:- 3514  Cost =  7.66508799652e-07
Iteration:- 3515  Cost =  7.64486391707e-07
Iteration:- 3516  Cost =  7.62469333062e-07
Iteration:- 3517  Cost =  7.60457609501e-07
Iteration:- 3518  Cost =  7.58451206843e-07
Iteration:- 3519  Cost =  7.56450110948e-07
Iteration:- 3520  Cost =  7.54454307712e-07
Iteration:- 3521  Cost =  7.52463783072e-07
Iteration:- 3522  Cost =  7.50478522998e-07
Iteration:- 3523  Cost =  7.48498513502e-07
Iteration:- 3524  Cost =  7.46523740631e-07
Iteration:- 3525  Cost =  7.44554190469e-07
Iteration:- 3526  Cost =  7.4258984914e-07
Iteration:- 3527  Cost =  7.40630702803e-07
Iteration:- 3528  Cost =  7.38676737655e-07
Iteration:- 3529  Cost =  7.36727939928e-07
Iteration:- 3530  Cost =  7.34784295895e-07
Iteration:- 3531  Cost =  7.32845791862e-07
Iteration:- 3532  Cost =  7.30912414174e-07
Iteration:- 3533  Cost =  7.28984149211e-07
Iteration:- 3534  Cost =  7.2706098339e-07
Iteration:- 3535  Cost =  7.25142903165e-07
Iteration:- 3536  Cost =  7.23229895026e-07
Iteration:- 3537  Cost =  7.21321945499e-07
Iteration:- 3538  Cost =  7.19419041147e-07
Iteration:- 3539  Cost =  7.17521168567e-07
Iteration:- 3540  Cost =  7.15628314394e-07
Iteration:- 3541  Cost =  7.13740465298e-07
Iteration:- 3542  Cost =  7.11857607984e-07
Iteration:- 3543  Cost =  7.09979729194e-07
Iteration:- 3544  Cost =  7.08106815705e-07
Iteration:- 3545  Cost =  7.06238854329e-07
Iteration:- 3546  Cost =  7.04375831913e-07
Iteration:- 3547  Cost =  7.02517735341e-07
Iteration:- 3548  Cost =  7.0066455153e-07
Iteration:- 3549  Cost =  6.98816267434e-07
Iteration:- 3550  Cost =  6.96972870039e-07
Iteration:- 3551  Cost =  6.95134346371e-07
Iteration:- 3552  Cost =  6.93300683484e-07
Iteration:- 3553  Cost =  6.91471868473e-07
Iteration:- 3554  Cost =  6.89647888463e-07
Iteration:- 3555  Cost =  6.87828730617e-07
Iteration:- 3556  Cost =  6.86014382129e-07
Iteration:- 3557  Cost =  6.8420483023e-07
Iteration:- 3558  Cost =  6.82400062184e-07
Iteration:- 3559  Cost =  6.80600065288e-07
Iteration:- 3560  Cost =  6.78804826876e-07
Iteration:- 3561  Cost =  6.77014334313e-07
Iteration:- 3562  Cost =  6.75228575e-07
Iteration:- 3563  Cost =  6.7344753637e-07
Iteration:- 3564  Cost =  6.7167120589e-07
Iteration:- 3565  Cost =  6.69899571061e-07
Iteration:- 3566  Cost =  6.68132619418e-07
Iteration:- 3567  Cost =  6.66370338529e-07
Iteration:- 3568  Cost =  6.64612715993e-07
Iteration:- 3569  Cost =  6.62859739447e-07
Iteration:- 3570  Cost =  6.61111396556e-07
Iteration:- 3571  Cost =  6.59367675021e-07
Iteration:- 3572  Cost =  6.57628562575e-07
Iteration:- 3573  Cost =  6.55894046984e-07
Iteration:- 3574  Cost =  6.54164116048e-07
Iteration:- 3575  Cost =  6.52438757597e-07
Iteration:- 3576  Cost =  6.50717959495e-07
Iteration:- 3577  Cost =  6.49001709639e-07
Iteration:- 3578  Cost =  6.47289995957e-07
Iteration:- 3579  Cost =  6.45582806411e-07
Iteration:- 3580  Cost =  6.43880128994e-07
Iteration:- 3581  Cost =  6.42181951731e-07
Iteration:- 3582  Cost =  6.4048826268e-07
Iteration:- 3583  Cost =  6.3879904993e-07
Iteration:- 3584  Cost =  6.37114301602e-07
Iteration:- 3585  Cost =  6.3543400585e-07
Iteration:- 3586  Cost =  6.33758150857e-07
Iteration:- 3587  Cost =  6.32086724841e-07
Iteration:- 3588  Cost =  6.3041971605e-07
Iteration:- 3589  Cost =  6.28757112761e-07
Iteration:- 3590  Cost =  6.27098903287e-07
Iteration:- 3591  Cost =  6.25445075968e-07
Iteration:- 3592  Cost =  6.23795619179e-07
Iteration:- 3593  Cost =  6.22150521322e-07
Iteration:- 3594  Cost =  6.20509770833e-07
Iteration:- 3595  Cost =  6.18873356178e-07
Iteration:- 3596  Cost =  6.17241265854e-07
Iteration:- 3597  Cost =  6.15613488389e-07
Iteration:- 3598  Cost =  6.1399001234e-07
Iteration:- 3599  Cost =  6.12370826297e-07
Iteration:- 3600  Cost =  6.10755918879e-07
Iteration:- 3601  Cost =  6.09145278735e-07
Iteration:- 3602  Cost =  6.07538894547e-07
Iteration:- 3603  Cost =  6.05936755023e-07
Iteration:- 3604  Cost =  6.04338848905e-07
Iteration:- 3605  Cost =  6.02745164964e-07
Iteration:- 3606  Cost =  6.01155692e-07
Iteration:- 3607  Cost =  5.99570418843e-07
Iteration:- 3608  Cost =  5.97989334354e-07
Iteration:- 3609  Cost =  5.96412427423e-07
Iteration:- 3610  Cost =  5.9483968697e-07
Iteration:- 3611  Cost =  5.93271101945e-07
Iteration:- 3612  Cost =  5.91706661326e-07
Iteration:- 3613  Cost =  5.90146354122e-07
Iteration:- 3614  Cost =  5.88590169371e-07
Iteration:- 3615  Cost =  5.8703809614e-07
Iteration:- 3616  Cost =  5.85490123524e-07
Iteration:- 3617  Cost =  5.8394624065e-07
Iteration:- 3618  Cost =  5.82406436672e-07
Iteration:- 3619  Cost =  5.80870700774e-07
Iteration:- 3620  Cost =  5.79339022167e-07
Iteration:- 3621  Cost =  5.77811390093e-07
Iteration:- 3622  Cost =  5.76287793822e-07
Iteration:- 3623  Cost =  5.74768222652e-07
Iteration:- 3624  Cost =  5.7325266591e-07
Iteration:- 3625  Cost =  5.71741112952e-07
Iteration:- 3626  Cost =  5.70233553162e-07
Iteration:- 3627  Cost =  5.68729975953e-07
Iteration:- 3628  Cost =  5.67230370765e-07
Iteration:- 3629  Cost =  5.65734727066e-07
Iteration:- 3630  Cost =  5.64243034354e-07
Iteration:- 3631  Cost =  5.62755282154e-07
Iteration:- 3632  Cost =  5.61271460019e-07
Iteration:- 3633  Cost =  5.5979155753e-07
Iteration:- 3634  Cost =  5.58315564295e-07
Iteration:- 3635  Cost =  5.56843469951e-07
Iteration:- 3636  Cost =  5.55375264162e-07
Iteration:- 3637  Cost =  5.53910936619e-07
Iteration:- 3638  Cost =  5.52450477042e-07
Iteration:- 3639  Cost =  5.50993875177e-07
Iteration:- 3640  Cost =  5.49541120798e-07
Iteration:- 3641  Cost =  5.48092203708e-07
Iteration:- 3642  Cost =  5.46647113733e-07
Iteration:- 3643  Cost =  5.4520584073e-07
Iteration:- 3644  Cost =  5.43768374582e-07
Iteration:- 3645  Cost =  5.42334705198e-07
Iteration:- 3646  Cost =  5.40904822514e-07
Iteration:- 3647  Cost =  5.39478716495e-07
Iteration:- 3648  Cost =  5.38056377131e-07
Iteration:- 3649  Cost =  5.36637794439e-07
Iteration:- 3650  Cost =  5.35222958461e-07
Iteration:- 3651  Cost =  5.33811859269e-07
Iteration:- 3652  Cost =  5.3240448696e-07
Iteration:- 3653  Cost =  5.31000831655e-07
Iteration:- 3654  Cost =  5.29600883506e-07
Iteration:- 3655  Cost =  5.28204632686e-07
Iteration:- 3656  Cost =  5.26812069399e-07
Iteration:- 3657  Cost =  5.25423183873e-07
Iteration:- 3658  Cost =  5.24037966361e-07
Iteration:- 3659  Cost =  5.22656407144e-07
Iteration:- 3660  Cost =  5.21278496527e-07
Iteration:- 3661  Cost =  5.19904224843e-07
Iteration:- 3662  Cost =  5.1853358245e-07
Iteration:- 3663  Cost =  5.1716655973e-07
Iteration:- 3664  Cost =  5.15803147094e-07
Iteration:- 3665  Cost =  5.14443334974e-07
Iteration:- 3666  Cost =  5.13087113833e-07
Iteration:- 3667  Cost =  5.11734474154e-07
Iteration:- 3668  Cost =  5.1038540645e-07
Iteration:- 3669  Cost =  5.09039901256e-07
Iteration:- 3670  Cost =  5.07697949134e-07
Iteration:- 3671  Cost =  5.06359540671e-07
Iteration:- 3672  Cost =  5.05024666478e-07
Iteration:- 3673  Cost =  5.03693317192e-07
Iteration:- 3674  Cost =  5.02365483475e-07
Iteration:- 3675  Cost =  5.01041156013e-07
Iteration:- 3676  Cost =  4.99720325519e-07
Iteration:- 3677  Cost =  4.98402982727e-07
Iteration:- 3678  Cost =  4.970891184e-07
Iteration:- 3679  Cost =  4.95778723322e-07
Iteration:- 3680  Cost =  4.94471788304e-07
Iteration:- 3681  Cost =  4.9316830418e-07
Iteration:- 3682  Cost =  4.9186826181e-07
Iteration:- 3683  Cost =  4.90571652077e-07
Iteration:- 3684  Cost =  4.89278465888e-07
Iteration:- 3685  Cost =  4.87988694175e-07
Iteration:- 3686  Cost =  4.86702327895e-07
Iteration:- 3687  Cost =  4.85419358027e-07
Iteration:- 3688  Cost =  4.84139775577e-07
Iteration:- 3689  Cost =  4.82863571571e-07
Iteration:- 3690  Cost =  4.81590737063e-07
Iteration:- 3691  Cost =  4.80321263128e-07
Iteration:- 3692  Cost =  4.79055140865e-07
Iteration:- 3693  Cost =  4.77792361399e-07
Iteration:- 3694  Cost =  4.76532915877e-07
Iteration:- 3695  Cost =  4.75276795468e-07
Iteration:- 3696  Cost =  4.74023991368e-07
Iteration:- 3697  Cost =  4.72774494794e-07
Iteration:- 3698  Cost =  4.71528296986e-07
Iteration:- 3699  Cost =  4.7028538921e-07
Iteration:- 3700  Cost =  4.69045762753e-07
Iteration:- 3701  Cost =  4.67809408926e-07
Iteration:- 3702  Cost =  4.66576319063e-07
Iteration:- 3703  Cost =  4.6534648452e-07
Iteration:- 3704  Cost =  4.64119896679e-07
Iteration:- 3705  Cost =  4.62896546942e-07
Iteration:- 3706  Cost =  4.61676426735e-07
Iteration:- 3707  Cost =  4.60459527507e-07
Iteration:- 3708  Cost =  4.59245840729e-07
Iteration:- 3709  Cost =  4.58035357897e-07
Iteration:- 3710  Cost =  4.56828070525e-07
Iteration:- 3711  Cost =  4.55623970156e-07
Iteration:- 3712  Cost =  4.54423048349e-07
Iteration:- 3713  Cost =  4.5322529669e-07
Iteration:- 3714  Cost =  4.52030706786e-07
Iteration:- 3715  Cost =  4.50839270266e-07
Iteration:- 3716  Cost =  4.49650978781e-07
Iteration:- 3717  Cost =  4.48465824006e-07
Iteration:- 3718  Cost =  4.47283797636e-07
Iteration:- 3719  Cost =  4.4610489139e-07
Iteration:- 3720  Cost =  4.44929097007e-07
Iteration:- 3721  Cost =  4.43756406249e-07
Iteration:- 3722  Cost =  4.42586810902e-07
Iteration:- 3723  Cost =  4.4142030277e-07
Iteration:- 3724  Cost =  4.40256873681e-07
Iteration:- 3725  Cost =  4.39096515485e-07
Iteration:- 3726  Cost =  4.37939220053e-07
Iteration:- 3727  Cost =  4.36784979277e-07
Iteration:- 3728  Cost =  4.35633785073e-07
Iteration:- 3729  Cost =  4.34485629376e-07
Iteration:- 3730  Cost =  4.33340504143e-07
Iteration:- 3731  Cost =  4.32198401353e-07
Iteration:- 3732  Cost =  4.31059313006e-07
Iteration:- 3733  Cost =  4.29923231125e-07
Iteration:- 3734  Cost =  4.2879014775e-07
Iteration:- 3735  Cost =  4.27660054947e-07
Iteration:- 3736  Cost =  4.26532944799e-07
Iteration:- 3737  Cost =  4.25408809414e-07
Iteration:- 3738  Cost =  4.24287640918e-07
Iteration:- 3739  Cost =  4.23169431459e-07
Iteration:- 3740  Cost =  4.22054173206e-07
Iteration:- 3741  Cost =  4.20941858348e-07
Iteration:- 3742  Cost =  4.19832479096e-07
Iteration:- 3743  Cost =  4.18726027681e-07
Iteration:- 3744  Cost =  4.17622496356e-07
Iteration:- 3745  Cost =  4.16521877391e-07
Iteration:- 3746  Cost =  4.15424163082e-07
Iteration:- 3747  Cost =  4.1432934574e-07
Iteration:- 3748  Cost =  4.132374177e-07
Iteration:- 3749  Cost =  4.12148371317e-07
Iteration:- 3750  Cost =  4.11062198965e-07
Iteration:- 3751  Cost =  4.09978893039e-07
Iteration:- 3752  Cost =  4.08898445954e-07
Iteration:- 3753  Cost =  4.07820850146e-07
Iteration:- 3754  Cost =  4.06746098069e-07
Iteration:- 3755  Cost =  4.05674182201e-07
Iteration:- 3756  Cost =  4.04605095036e-07
Iteration:- 3757  Cost =  4.03538829089e-07
Iteration:- 3758  Cost =  4.02475376897e-07
Iteration:- 3759  Cost =  4.01414731015e-07
Iteration:- 3760  Cost =  4.00356884017e-07
Iteration:- 3761  Cost =  3.99301828499e-07
Iteration:- 3762  Cost =  3.98249557075e-07
Iteration:- 3763  Cost =  3.97200062379e-07
Iteration:- 3764  Cost =  3.96153337065e-07
Iteration:- 3765  Cost =  3.95109373806e-07
Iteration:- 3766  Cost =  3.94068165295e-07
Iteration:- 3767  Cost =  3.93029704245e-07
Iteration:- 3768  Cost =  3.91993983386e-07
Iteration:- 3769  Cost =  3.9096099547e-07
Iteration:- 3770  Cost =  3.89930733267e-07
Iteration:- 3771  Cost =  3.88903189566e-07
Iteration:- 3772  Cost =  3.87878357176e-07
Iteration:- 3773  Cost =  3.86856228925e-07
Iteration:- 3774  Cost =  3.85836797659e-07
Iteration:- 3775  Cost =  3.84820056244e-07
Iteration:- 3776  Cost =  3.83805997564e-07
Iteration:- 3777  Cost =  3.82794614524e-07
Iteration:- 3778  Cost =  3.81785900046e-07
Iteration:- 3779  Cost =  3.80779847071e-07
Iteration:- 3780  Cost =  3.7977644856e-07
Iteration:- 3781  Cost =  3.7877569749e-07
Iteration:- 3782  Cost =  3.7777758686e-07

In [45]:

    

print "Weights arrived at:- ",theta                            #Display of parameters obtained


    

    




Weights arrived at:-  [ 1.6712542   0.71686719  3.12604733  0.4236616   1.21379148]

In [46]:

    

predicted = np.dot(X,theta.transpose())                        #Values predicted by obtained theta
print predicted


    

    




[ 6.19915552  2.87989987  4.91548445  2.71188232  4.79889363  2.91008921
  5.38027605  3.00700752  6.31704439  3.52082133  4.22935459  2.98600444
  3.1943955   2.20708758  5.43229502  3.26377494  3.95685655  4.26210833
  3.11143852  5.81319686  3.32896393  5.49146177  2.95134046  3.12537947
  4.03145606  3.15895408  2.88045164  4.41634121  3.29171561  5.44429556
  3.24289176  3.66519046  5.0492612   4.8012544   4.48061298  5.56483498
  5.40492197  2.91373898  4.16129582  5.03359468  2.76312346  5.20967066
  5.41725286  3.45880138  4.65672777  5.08920562  5.86017043  3.68965448
  3.5701568   4.50310184  4.79426242  5.36879806  4.40350931  3.82656719
  3.20929541  3.00805337  5.35952176  4.58233188  5.81131969  3.15576473
  2.33875817  3.54652885  4.78325396  6.06607694  3.61776716  3.99102622
  4.32753     4.9525326   5.286994    4.8993675   4.91757068  5.63621455
  5.69188204  5.30191553  2.91710774  5.50976083  2.92214607  6.3796793
  3.90848864  3.52960279  3.67509028  6.06490594  1.9202592   5.37295901
  4.14749963  5.96491656  3.75152502  5.80903471  3.27467824  5.92975188
  4.13565952  3.65975606  2.82715972  3.8061611   3.32390245  3.4549737
  4.95162653  5.37243787  4.45515537  4.06989412  5.95118407  5.63933402
  4.80892007  4.88449093  5.28826605  5.64980223  4.51474255  5.10745555
  6.34978862  5.74160919  4.81493834  3.72001273  4.0964535   4.16935045
  5.09710705  5.81979179  3.86816759  3.48893304  3.97822898  4.68896211
  5.16993501  4.68715724  5.86278077  5.3335368   5.37803608  2.60585965
  5.26145852  3.94426131  6.52203677  3.91401098  4.69627641  4.54967949
  5.51781599  5.53289446  4.79704142  4.18493055  6.32525888  5.79118951
  4.79952436  4.86702141  4.85059723  3.1389238   3.54516673  3.76617308
  4.19586446  4.7792766   4.66115396  5.71936103  5.6977862   4.65603584
  2.5124232   4.20838305  5.35248902  4.95926344  5.28160848  4.45888889
  3.89452006  3.83771265  5.70589288  4.51311286  4.46906607  5.12065762
  5.99818218  4.85986657  2.42977567  6.25362656  4.96051863  4.78619872
  5.58704687  3.28828555  4.48651415  4.56250256  4.47173398  6.04075857
  6.06856336  3.38523153  3.6528103   5.28131251  3.4441389   4.78629867
  4.06906341  4.37474197  2.39494817  5.72800898  3.6873005   3.10547198
  4.5736157   4.24275954  3.12438323  2.66448003  4.73871193  6.38026276
  4.72210049  5.58780888  5.61284482  2.72052761  3.2088103   5.40985249
  3.69577698  6.12722201  4.29906621  4.63740761  5.87657124  4.75693085
  5.46041684  4.97736677  5.85645013  5.05073404  3.84569632  4.00578831
  5.72790767  2.70471533  4.32280299  3.49975658  4.75212722  4.95567224
  2.78878709  5.18525603  4.7492981   2.58072634  4.43417162  3.55382325
  4.98147134  4.65095565  2.68013966  5.03578477  4.11984455  3.75937992
  3.10301032  4.29124452  3.74582573  3.37965374  2.69891151  5.11444167
  5.80631397  5.25890182  5.89508883  3.76781489  3.57966058  3.42344414]

In [47]:

    

print "The errors for each prediction are given in the following vector:-"
print predicted - y


    

    




The errors for each prediction are given in the following vector:-
[ -9.44486963e-04   2.18883537e-03   5.88902478e-04   2.35101644e-03
   1.25770346e-04   1.81549295e-03  -9.32965594e-04   9.48777053e-04
  -1.42530950e-03   8.39003844e-04   7.92106917e-04   1.14788836e-03
   7.17448130e-04   1.98107951e-03  -2.39729438e-04   1.08865610e-03
   9.33450452e-05   6.63639136e-04   5.56521349e-04  -9.71992040e-04
   9.14872964e-04  -8.73517264e-04   1.17298462e-03   5.40408530e-04
   6.56924439e-04   1.23283226e-03   1.81868662e-03   2.86251270e-04
   9.25665813e-04  -1.03801899e-03   6.62448274e-04   1.83807011e-04
   4.67126683e-04   9.63590206e-04  -6.47195611e-04  -6.25622764e-04
   9.70473333e-05   8.02386081e-04   1.01916265e-03  -9.57981623e-04
   1.55882463e-03  -1.37393904e-03   3.19806531e-04   3.59770597e-04
   1.85335216e-05  -7.10657173e-04  -1.03037505e-03  -5.12061176e-05
   1.28674763e-04   1.12308894e-03  -1.10057945e-04  -4.41907969e-04
  -3.12122884e-04   6.34319662e-04   1.18580010e-03   9.95029260e-04
   4.12154201e-04   1.28874399e-03  -2.48207619e-04   1.30278497e-03
   1.91463421e-03   1.02348049e-03  -8.39453029e-04  -1.46936542e-03
   9.01281622e-04   4.90776840e-04  -1.31465643e-04   7.24277400e-06
  -8.01050906e-04   7.02572393e-04  -4.12290502e-04  -4.49699040e-04
  -2.79066817e-04  -4.24142163e-04   1.32792101e-03   4.78938425e-04
   8.91870986e-04  -1.70931599e-03  -2.96112429e-05   2.64733201e-04
   6.47963036e-04  -9.30791980e-04   2.52470593e-03  -5.61339658e-05
   1.40046224e-03  -8.93479182e-04  -2.26882415e-04  -8.36177959e-04
   8.14889275e-04  -1.01105852e-03   7.22477204e-04   5.43563658e-04
   1.25811773e-03  -1.80696771e-04   1.87019700e-03   2.71159513e-04
   1.23141127e-03  -1.58786704e-05  -6.30881232e-04  -1.10224329e-05
  -1.16866589e-03  -2.82125928e-04  -2.19214878e-04   3.50255810e-05
   6.23660460e-04  -9.87329572e-04   8.73151565e-04  -9.68184238e-04
  -1.58321760e-03   6.27859321e-05  -3.78634723e-04   1.27936548e-03
   5.50250632e-04  -9.88071705e-05   6.81064152e-04  -1.06049635e-03
   1.15497291e-03   1.01610953e-03   4.21441946e-04   9.26594119e-04
  -7.39145248e-05   2.79550335e-04  -6.16819757e-04  -1.30147296e-03
  -2.29459712e-04   1.47832208e-03   1.02730228e-04   1.26338772e-03
  -1.85256781e-03   4.48620859e-04   2.65416640e-04  -1.14585198e-04
  -7.63052585e-04  -5.84787886e-04   6.45047016e-05   1.11654371e-03
  -1.55885811e-03   1.30079737e-04   6.49988716e-04  -1.77778161e-04
  -9.05876896e-04   1.42873302e-03   1.23399988e-03  -5.93627507e-04
   6.50233201e-04  -1.02804669e-04   2.79889151e-05  -5.61024102e-04
  -3.41415769e-04  -1.15479522e-03   1.42448726e-03   3.17575088e-04
  -7.11271803e-04  -6.11666854e-04   2.17637401e-04   2.29817918e-04
  -5.27573960e-05   3.74382706e-04  -1.27534213e-05   5.76537453e-04
   2.04954662e-04  -2.65817199e-04  -9.55431221e-04  -9.55325582e-04
   1.49092793e-03  -9.20018773e-04  -3.86504352e-04  -6.45887902e-05
  -4.09718441e-04   6.02535987e-04   5.65693384e-04  -3.77175734e-04
  -1.07983010e-04  -4.79809961e-04  -1.27721888e-03   8.75300352e-04
   4.15709374e-04  -1.09522767e-03   5.05853375e-04   1.05207179e-04
   2.28352799e-04  -1.03482115e-03   1.42047466e-03  -4.92269661e-04
  -3.95792565e-04   2.00807938e-04   3.31862945e-04  -1.03909967e-03
   7.92811600e-04   2.05887891e-03  -5.74771069e-04  -1.10365611e-03
   6.13264943e-04  -1.47940614e-03  -6.67906363e-04   9.85126587e-04
  -5.10623530e-05   8.60841352e-05  -7.68504003e-05  -1.22904649e-03
   1.24970494e-04  -1.37513304e-04  -7.51878668e-04  -7.57935091e-04
  -2.22280971e-04  -1.67247955e-04  -3.07804411e-04  -9.37746688e-04
   9.18823407e-04   6.05935975e-04  -1.25245260e-03   9.29870639e-04
   2.80588587e-04   1.29646868e-04   8.31535495e-05  -1.32008205e-05
   1.28523411e-03  -1.92986880e-04   1.54195132e-04   1.24542400e-03
  -6.17554219e-06   1.12659060e-03  -9.12720648e-04   5.87396434e-04
   1.60326814e-03  -7.49711368e-05   4.51455403e-04  -7.11751962e-04
   8.81598963e-04  -3.54819781e-04   2.25102508e-04  -5.29004775e-07
   7.37268966e-04  -4.62532067e-04  -9.57919725e-04   3.33004253e-04
  -1.14910551e-03  -2.64171440e-04   4.12931807e-04   3.38346760e-04]

In [48]:

    

test = np.genfromtxt('test_input.csv',delimiter = ',')
test= np.delete(test,(0),axis=0)
test= np.insert(test,0,np.ones(len(test)),axis = 1)
#print np.dot(test,theta.transpose())
np.savetxt("testop.csv", np.dot(test,theta.transpose()), delimiter=",")