Reset training subject: 12094211450573
Reset training subject: 12094527064709
Constructing line search parameters: GD
th(0)=139.89239583202956;dx=-0.01986180719446971
New Minimum: 139.89239583202956 > 139.849608798641
WOLFE (weak): th(2.154434690031884)=139.849608798641; dx=-0.019858156085489832 evalInputDelta=0.04278703338857781
New Minimum: 139.849608798641 > 139.80682963132824
WOLFE (weak): th(4.308869380063768)=139.80682963132824; dx=-0.01985450497650996 evalInputDelta=0.08556620070132226
New Minimum: 139.80682963132824 > 139.63579162283582
WOLFE (weak): th(12.926608140191302)=139.63579162283582; dx=-0.019839900540590462 evalInputDelta=0.25660420919373905
New Minimum: 139.63579162283582 > 138.8676780676367
WOLFE (weak): th(51.70643256076521)=138.8676780676367; dx=-0.01977418057895273 evalInputDelta=1.024717764392875
New Minimum: 138.8676780676367 > 134.81411560692266
WOLFE (weak): th(258.53216280382605)=134.81411560692266; dx=-0.019423674116884834 evalInputDelta=5.078280225106909
New Minimum: 134.81411560692266 > 111.12178686354694
END: th(1551.1929768229563)=111.12178686354694; dx=-0.01723300872896045 evalInputDelta=28.77060896848262
Fitness changed from 139.89239583202956 to 111.12178686354694
Iteration 1 complete. Error: 111.12178686354694 Total: 2.5091; Orientation: 0.1196; Line Search: 1.8519
th(0)=111.12178686354694;dx=-0.01498384636502758
New Minimum: 111.12178686354694 > 67.98489839617203
END: th(3341.943960201201)=67.98489839617203; dx=-0.010831600561124869 evalInputDelta=43.136888467374916
Fitness changed from 111.12178686354694 to 67.98489839617203
Iteration 2 complete. Error: 67.98489839617203 Total: 0.6108; Orientation: 0.1107; Line Search: 0.3866
th(0)=67.98489839617203;dx=-0.007947455524100543
New Minimum: 67.98489839617203 > 26.478502616104862
END: th(7200.000000000001)=26.478502616104862; dx=-0.003582098859251447 evalInputDelta=41.506395780067166
Fitness changed from 67.98489839617203 to 26.478502616104862
Iteration 3 complete. Error: 26.478502616104862 Total: 0.8453; Orientation: 0.1022; Line Search: 0.6316
th(0)=26.478502616104862;dx=-0.0019355021974935967
New Minimum: 26.478502616104862 > 8.953765001724907
END: th(15511.929768229566)=8.953765001724907; dx=-3.240152031425101E-4 evalInputDelta=17.524737614379955
Fitness changed from 26.478502616104862 to 8.953765001724907
Iteration 4 complete. Error: 8.953765001724907 Total: 0.6433; Orientation: 0.0988; Line Search: 0.4320
th(0)=8.953765001724907;dx=-3.6751219897612395E-4
New Minimum: 8.953765001724907 > 5.1126564969873876
WOLF (strong): th(33419.43960201202)=5.1126564969873876; dx=1.376394931210405E-4 evalInputDelta=3.8411085047375195
New Minimum: 5.1126564969873876 > 4.922974941369228
END: th(16709.71980100601)=4.922974941369228; dx=-1.1493635292754176E-4 evalInputDelta=4.030790060355679
Fitness changed from 8.953765001724907 to 4.922974941369228
Iteration 5 complete. Error: 4.922974941369228 Total: 0.8892; Orientation: 0.0939; Line Search: 0.6926
th(0)=4.922974941369228;dx=-1.4591344181744999E-4
New Minimum: 4.922974941369228 > 3.3180720076377783
WOLF (strong): th(36000.000000000015)=3.3180720076377783; dx=5.6752167721258466E-5 evalInputDelta=1.6049029337314495
New Minimum: 3.3180720076377783 > 3.208528231579314
END: th(18000.000000000007)=3.208528231579314; dx=-4.458063704809578E-5 evalInputDelta=1.7144467097899136
Fitness changed from 4.922974941369228 to 3.208528231579314
Iteration 6 complete. Error: 3.208528231579314 Total: 0.7251; Orientation: 0.0938; Line Search: 0.5262
th(0)=3.208528231579314;dx=-8.327418034288593E-5
New Minimum: 3.208528231579314 > 2.8818201262366037
WOLF (strong): th(38779.824420573925)=2.8818201262366037; dx=6.64247948583358E-5 evalInputDelta=0.32670810534271055
New Minimum: 2.8818201262366037 > 2.319511682127555
END: th(19389.912210286962)=2.319511682127555; dx=-8.42469274227507E-6 evalInputDelta=0.889016549451759
Fitness changed from 3.208528231579314 to 2.319511682127555
Iteration 7 complete. Error: 2.319511682127555 Total: 0.7192; Orientation: 0.0931; Line Search: 0.5245
th(0)=2.319511682127555;dx=-6.681355211720457E-5
Armijo: th(41774.29950251503)=3.4019915645612264; dx=1.1863871233890982E-4 evalInputDelta=-1.0824798824336712
New Minimum: 2.319511682127555 > 1.8923593184932228
WOLF (strong): th(20887.149751257515)=1.8923593184932228; dx=2.591258011085261E-5 evalInputDelta=0.4271523636343324
END: th(6962.383250419171)=1.961929270949185; dx=-3.5904841374518844E-5 evalInputDelta=0.3575824111783703
Fitness changed from 2.319511682127555 to 1.8923593184932228
Iteration 8 complete. Error: 1.8923593184932228 Total: 0.8810; Orientation: 0.0955; Line Search: 0.6839
th(0)=1.8923593184932228;dx=-8.558416775136969E-5
New Minimum: 1.8923593184932228 > 1.5019069364843676
WOLF (strong): th(15000.000000000007)=1.5019069364843676; dx=3.3523850150189014E-5 evalInputDelta=0.39045238200885524
New Minimum: 1.5019069364843676 > 1.4738055939233723
END: th(7500.000000000004)=1.4738055939233723; dx=-2.603015880059034E-5 evalInputDelta=0.4185537245698505
Fitness changed from 1.8923593184932228 to 1.4738055939233723
Iteration 9 complete. Error: 1.4738055939233723 Total: 0.8542; Orientation: 0.0959; Line Search: 0.6221
th(0)=1.4738055939233723;dx=-1.7122832156871056E-5
New Minimum: 1.4738055939233723 > 1.2377810712032233
END: th(16158.260175239137)=1.2377810712032233; dx=-1.2091268886239041E-5 evalInputDelta=0.23602452272014895
Fitness changed from 1.4738055939233723 to 1.2377810712032233
Iteration 10 complete. Error: 1.2377810712032233 Total: 0.5560; Orientation: 0.0986; Line Search: 0.3496
th(0)=1.2377810712032233;dx=-1.2253913913778512E-5
New Minimum: 1.2377810712032233 > 0.9269078196917651
END: th(34811.91625209586)=0.9269078196917651; dx=-5.606249213135949E-6 evalInputDelta=0.3108732515114583
Fitness changed from 1.2377810712032233 to 0.9269078196917651
Iteration 11 complete. Error: 0.9269078196917651 Total: 0.5377; Orientation: 0.0935; Line Search: 0.3415
th(0)=0.9269078196917651;dx=-1.3317310556854834E-5
Armijo: th(75000.00000000004)=2.303885890972559; dx=5.003672579100932E-5 evalInputDelta=-1.376978071280794
Armijo: th(37500.00000000002)=1.0214527645709355; dx=1.8359707617077243E-5 evalInputDelta=-0.09454494487917042
New Minimum: 0.9269078196917651 > 0.8264352255934382
END: th(12500.000000000007)=0.8264352255934382; dx=-2.758304498877473E-6 evalInputDelta=0.10047259409832687
Fitness changed from 0.9269078196917651 to 0.8264352255934382
Iteration 12 complete. Error: 0.8264352255934382 Total: 0.9752; Orientation: 0.0934; Line Search: 0.7808
th(0)=0.8264352255934382;dx=-6.4480037576920334E-6
New Minimum: 0.8264352255934382 > 0.7147182099806808
END: th(26930.433625398564)=0.7147182099806808; dx=-1.8487074773914636E-6 evalInputDelta=0.11171701561275738
Fitness changed from 0.8264352255934382 to 0.7147182099806808
Iteration 13 complete. Error: 0.7147182099806808 Total: 0.5621; Orientation: 0.0983; Line Search: 0.3559
th(0)=0.7147182099806808;dx=-9.258379973566754E-6
Armijo: th(58019.86042015978)=1.2790511802894453; dx=2.8711476420957708E-5 evalInputDelta=-0.5643329703087645
Armijo: th(29009.93021007989)=0.7215089741120855; dx=9.72654822369548E-6 evalInputDelta=-0.00679076413140467
New Minimum: 0.7147182099806808 > 0.6557871933527095
END: th(9669.976736693296)=0.6557871933527095; dx=-2.930070574479343E-6 evalInputDelta=0.05893101662797129
Fitness changed from 0.7147182099806808 to 0.6557871933527095
Iteration 14 complete. Error: 0.6557871933527095 Total: 0.8588; Orientation: 0.0926; Line Search: 0.6649
th(0)=0.6557871933527095;dx=-3.565044015847301E-6
New Minimum: 0.6557871933527095 > 0.5878412323746941
END: th(20833.333333333347)=0.5878412323746941; dx=-2.95776823804218E-6 evalInputDelta=0.06794596097801542
Fitness changed from 0.6557871933527095 to 0.5878412323746941
Iteration 15 complete. Error: 0.5878412323746941 Total: 0.5397; Orientation: 0.0936; Line Search: 0.3436
th(0)=0.5878412323746941;dx=-3.09696019306955E-6
New Minimum: 0.5878412323746941 > 0.49212556092161686
END: th(44884.05604233094)=0.49212556092161686; dx=-1.1680586083866357E-6 evalInputDelta=0.09571567145307724
Fitness changed from 0.5878412323746941 to 0.49212556092161686
Iteration 16 complete. Error: 0.49212556092161686 Total: 0.5574; Orientation: 0.1086; Line Search: 0.3448
th(0)=0.49212556092161686;dx=-7.065085746516877E-6
Armijo: th(96699.76736693297)=2.7752001692349992; dx=5.428494305289738E-5 evalInputDelta=-2.2830746083133824
Armijo: th(48349.88368346648)=0.8920961759710585; dx=2.3609928653190252E-5 evalInputDelta=-0.39997061504944165
New Minimum: 0.49212556092161686 > 0.4606565016920419
WOLF (strong): th(16116.627894488827)=0.4606565016920419; dx=3.1599190533854995E-6 evalInputDelta=0.031469059229574936
END: th(4029.156973622207)=0.4688089900911553; dx=-4.5088345465412825E-6 evalInputDelta=0.02331657083046157
Fitness changed from 0.49212556092161686 to 0.4606565016920419
Iteration 17 complete. Error: 0.4606565016920419 Total: 1.1361; Orientation: 0.0931; Line Search: 0.9422
th(0)=0.4606565016920419;dx=-6.608760465670282E-6
New Minimum: 0.4606565016920419 > 0.42608557967363314
END: th(8680.555555555562)=0.42608557967363314; dx=-1.356379967371084E-6 evalInputDelta=0.03457092201840878
Fitness changed from 0.4606565016920419 to 0.42608557967363314
Iteration 18 complete. Error: 0.42608557967363314 Total: 0.6249; Orientation: 0.1168; Line Search: 0.3815
th(0)=0.42608557967363314;dx=-1.6690735455507183E-6
New Minimum: 0.42608557967363314 > 0.39638523009559873
WOLFE (weak): th(18701.690017637895)=0.39638523009559873; dx=-1.5071473788709179E-6 evalInputDelta=0.029700349578034413
New Minimum: 0.39638523009559873 > 0.3697131734925544
END: th(37403.38003527579)=0.3697131734925544; dx=-1.3452212121911179E-6 evalInputDelta=0.05637240618107875
Fitness changed from 0.42608557967363314 to 0.3697131734925544
Iteration 19 complete. Error: 0.3697131734925544 Total: 1.0599; Orientation: 0.1052; Line Search: 0.8440
th(0)=0.3697131734925544;dx=-1.687314232868826E-6
Armijo: th(80583.13947244415)=0.4061328381998255; dx=2.591217082663478E-6 evalInputDelta=-0.03641966470727109
New Minimum: 0.3697131734925544 > 0.344825820129095
WOLF (strong): th(40291.569736222074)=0.344825820129095; dx=4.519514248973257E-7 evalInputDelta=0.024887353363459375
END: th(13430.523245407358)=0.3518402366564912; dx=-9.742256802801088E-7 evalInputDelta=0.01787293683606317
Fitness changed from 0.3697131734925544 to 0.344825820129095
Iteration 20 complete. Error: 0.344825820129095 Total: 0.8879; Orientation: 0.0978; Line Search: 0.6792
th(0)=0.344825820129095;dx=-7.554651980050464E-6
Armijo: th(28935.18518518521)=0.4714661001070418; dx=1.630802813212614E-5 evalInputDelta=-0.1266402799779468
New Minimum: 0.344825820129095 > 0.3218370766104851
WOLF (strong): th(14467.592592592606)=0.3218370766104851; dx=4.376688076037838E-6 evalInputDelta=0.02298874351860991
New Minimum: 0.3218370766104851 > 0.31798315373231767
END: th(4822.530864197535)=0.31798315373231767; dx=-3.577538628021031E-6 evalInputDelta=0.026842666396777348
Fitness changed from 0.344825820129095 to 0.31798315373231767
Iteration 21 complete. Error: 0.31798315373231767 Total: 0.8956; Orientation: 0.0925; Line Search: 0.7015
th(0)=0.31798315373231767;dx=-2.0102383244865683E-6
New Minimum: 0.31798315373231767 > 0.30406405495869027
END: th(10389.827787576609)=0.30406405495869027; dx=-6.691321248043827E-7 evalInputDelta=0.013919098773627403
Fitness changed from 0.31798315373231767 to 0.30406405495869027
Iteration 22 complete. Error: 0.30406405495869027 Total: 0.5416; Orientation: 0.0925; Line Search: 0.3494
th(0)=0.30406405495869027;dx=-1.0491807254042426E-6
New Minimum: 0.30406405495869027 > 0.284187086230574
END: th(22384.205409012266)=0.284187086230574; dx=-7.268008977909652E-7 evalInputDelta=0.019876968728116284
Fitness changed from 0.30406405495869027 to 0.284187086230574
Iteration 23 complete. Error: 0.284187086230574 Total: 0.5480; Orientation: 0.1057; Line Search: 0.3386
th(0)=0.284187086230574;dx=-1.1729633017367882E-6
New Minimum: 0.284187086230574 > 0.276850774276454
WOLF (strong): th(48225.30864197536)=0.276850774276454; dx=8.687117723755255E-7 evalInputDelta=0.0073363119541199895
New Minimum: 0.276850774276454 > 0.26821137892905217
END: th(24112.65432098768)=0.26821137892905217; dx=-1.5212576468063135E-7 evalInputDelta=0.015975707301521813
Fitness changed from 0.284187086230574 to 0.26821137892905217
Iteration 24 complete. Error: 0.26821137892905217 Total: 0.7119; Orientation: 0.0921; Line Search: 0.5199
th(0)=0.26821137892905217;dx=-2.099775494076814E-6
Armijo: th(51949.13893788306)=0.3897885827447706; dx=6.78039990100265E-6 evalInputDelta=-0.1215772038157184
Armijo: th(25974.56946894153)=0.2713352976629422; dx=2.3403122034629177E-6 evalInputDelta=-0.0031239187338900076
New Minimum: 0.26821137892905217 > 0.25643831113502236
END: th(8658.18982298051)=0.25643831113502236; dx=-6.197462615635704E-7 evalInputDelta=0.011773067794029812
Fitness changed from 0.26821137892905217 to 0.25643831113502236
Iteration 25 complete. Error: 0.25643831113502236 Total: 0.8683; Orientation: 0.0929; Line Search: 0.6741
th(0)=0.25643831113502236;dx=-7.448096416008052E-7
New Minimum: 0.25643831113502236 > 0.24310120492434528
WOLFE (weak): th(18653.504507510228)=0.24310120492434528; dx=-6.851743279323552E-7 evalInputDelta=0.013337106210677074
New Minimum: 0.24310120492434528 > 0.23087650630598944
END: th(37307.009015020456)=0.23087650630598944; dx=-6.255390142639053E-7 evalInputDelta=0.02556180482903292
Fitness changed from 0.25643831113502236 to 0.23087650630598944
Iteration 26 complete. Error: 0.23087650630598944 Total: 0.7126; Orientation: 0.0920; Line Search: 0.5209
th(0)=0.23087650630598944;dx=-7.932953450071092E-7
Armijo: th(80375.5144032923)=0.2429762991856766; dx=1.0943769111909418E-6 evalInputDelta=-0.012099792879687155
New Minimum: 0.23087650630598944 > 0.21796107416874028
WOLF (strong): th(40187.75720164615)=0.21796107416874028; dx=1.5054078309191626E-7 evalInputDelta=0.012915432137249161
END: th(13395.919067215384)=0.22235684479866355; dx=-4.78683302307434E-7 evalInputDelta=0.008519661507325887
Fitness changed from 0.23087650630598944 to 0.21796107416874028
Iteration 27 complete. Error: 0.21796107416874028 Total: 0.9629; Orientation: 0.1015; Line Search: 0.7605
th(0)=0.21796107416874028;dx=-3.4726782706529387E-6
Armijo: th(28860.632743268376)=0.2745215326563512; dx=7.39223602884543E-6 evalInputDelta=-0.05656045848761093
New Minimum: 0.21796107416874028 > 0.20704526573943233
WOLF (strong): th(14430.316371634188)=0.20704526573943233; dx=1.9597788790962462E-6 evalInputDelta=0.01091580842930795
New Minimum: 0.20704526573943233 > 0.20561224076494572
END: th(4810.105457211396)=0.20561224076494572; dx=-1.6618592207365439E-6 evalInputDelta=0.012348833403794557
Fitness changed from 0.21796107416874028 to 0.20561224076494572
Iteration 28 complete. Error: 0.20561224076494572 Total: 0.8920; Orientation: 0.0982; Line Search: 0.6859
th(0)=0.20561224076494572;dx=-9.563801479100172E-7
New Minimum: 0.20561224076494572 > 0.19879007774413388
END: th(10363.058059727908)=0.19879007774413388; dx=-3.602510977111273E-7 evalInputDelta=0.0068221630208118444
Fitness changed from 0.20561224076494572 to 0.19879007774413388
Iteration 29 complete. Error: 0.19879007774413388 Total: 0.5360; Orientation: 0.0930; Line Search: 0.3424
th(0)=0.19879007774413388;dx=-5.365424062717544E-7
New Minimum: 0.19879007774413388 > 0.1884729672522568
END: th(22326.53177869231)=0.1884729672522568; dx=-3.876593993775541E-7 evalInputDelta=0.010317110491877085
Fitness changed from 0.19879007774413388 to 0.1884729672522568
Iteration 30 complete. Error: 0.1884729672522568 Total: 0.5335; Orientation: 0.0932; Line Search: 0.3398
th(0)=0.1884729672522568;dx=-6.036894817587317E-7
New Minimum: 0.1884729672522568 > 0.18292385952959106
WOLF (strong): th(48101.05457211397)=0.18292385952959106; dx=3.729624105114078E-7 evalInputDelta=0.00554910772266573
New Minimum: 0.18292385952959106 > 0.1798261651449184
END: th(24050.527286056986)=0.1798261651449184; dx=-1.153635356236619E-7 evalInputDelta=0.008646802107338397
Fitness changed from 0.1884729672522568 to 0.1798261651449184
Iteration 31 complete. Error: 0.1798261651449184 Total: 0.7088; Orientation: 0.0921; Line Search: 0.5158
th(0)=0.1798261651449184;dx=-1.0627826345955223E-6
Armijo: th(51815.29029863955)=0.2370909867826118; dx=3.273127160608801E-6 evalInputDelta=-0.05726482163769342
Armijo: th(25907.645149319775)=0.18037527287036176; dx=1.1051722630066394E-6 evalInputDelta=-5.491077254433652E-4
New Minimum: 0.1798261651449184 > 0.1737684670326432
END: th(8635.881716439924)=0.1737684670326432; dx=-3.4013100206146844E-7 evalInputDelta=0.006057698112275189
Fitness changed from 0.1798261651449184 to 0.1737684670326432
Iteration 32 complete. Error: 0.1737684670326432 Total: 0.8527; Orientation: 0.0918; Line Search: 0.6597
th(0)=0.1737684670326432;dx=-4.0586913249374037E-7
New Minimum: 0.1737684670326432 > 0.16648704120029
WOLFE (weak): th(18605.44314891026)=0.16648704120029; dx=-3.768508246796158E-7 evalInputDelta=0.007281425832353194
New Minimum: 0.16648704120029 > 0.15974551384425012
END: th(37210.88629782052)=0.15974551384425012; dx=-3.4783251686549126E-7 evalInputDelta=0.014022953188393084
Fitness changed from 0.1737684670326432 to 0.15974551384425012
Iteration 33 complete. Error: 0.15974551384425012 Total: 0.7094; Orientation: 0.0932; Line Search: 0.5159
th(0)=0.15974551384425012;dx=-4.425242169990223E-7
Armijo: th(80168.42428685662)=0.16466997606252723; dx=5.65377129778161E-7 evalInputDelta=-0.004924462218277109
New Minimum: 0.15974551384425012 > 0.15210751210242276
WOLF (strong): th(40084.21214342831)=0.15210751210242276; dx=6.14264563895693E-8 evalInputDelta=0.007638001741827355
END: th(13361.404047809438)=0.15495501707453746; dx=-2.745406592028251E-7 evalInputDelta=0.00479049676971266
Fitness changed from 0.15974551384425012 to 0.15210751210242276
Iteration 34 complete. Error: 0.15210751210242276 Total: 0.8836; Orientation: 0.0940; Line Search: 0.6899
th(0)=0.15210751210242276;dx=-1.8965317795122918E-6
Armijo: th(28786.272388133082)=0.1820611395375804; dx=3.97763676117055E-6 evalInputDelta=-0.029953627435157643
New Minimum: 0.15210751210242276 > 0.14594739886176425
WOLF (strong): th(14393.136194066541)=0.14594739886176425; dx=1.040552490829129E-6 evalInputDelta=0.006160113240658516
New Minimum: 0.14594739886176425 > 0.14535704614259498
END: th(4797.712064688847)=0.14535704614259498; dx=-9.175036893984849E-7 evalInputDelta=0.006750465959827784
Fitness changed from 0.15210751210242276 to 0.14535704614259498
Iteration 35 complete. Error: 0.14535704614259498 Total: 0.8747; Orientation: 0.0945; Line Search: 0.6769
th(0)=0.14535704614259498;dx=-5.373501075696359E-7
New Minimum: 0.14535704614259498 > 0.14145620858353886
END: th(10336.357304950145)=0.14145620858353886; dx=-2.1742982968891066E-7 evalInputDelta=0.003900837559056125
Fitness changed from 0.14535704614259498 to 0.14145620858353886
Iteration 36 complete. Error: 0.14145620858353886 Total: 0.5799; Orientation: 0.0941; Line Search: 0.3842
th(0)=0.14145620858353886;dx=-3.135746838419422E-7
New Minimum: 0.14145620858353886 > 0.1353648724475175
END: th(22269.006746349063)=0.1353648724475175; dx=-2.3349382311066544E-7 evalInputDelta=0.006091336136021364
Fitness changed from 0.14145620858353886 to 0.1353648724475175
Iteration 37 complete. Error: 0.1353648724475175 Total: 0.5956; Orientation: 0.1016; Line Search: 0.3836
th(0)=0.1353648724475175;dx=-3.5281999050849095E-7
New Minimum: 0.1353648724475175 > 0.13123942379532702
WOLF (strong): th(47977.12064688847)=0.13123942379532702; dx=1.8084432391716842E-7 evalInputDelta=0.004125448652190472
New Minimum: 0.13123942379532702 > 0.1301016884716549
END: th(23988.560323444235)=0.1301016884716549; dx=-8.598783329566125E-8 evalInputDelta=0.00526318397586259
Fitness changed from 0.1353648724475175 to 0.1301016884716549
Iteration 38 complete. Error: 0.1301016884716549 Total: 0.7903; Orientation: 0.1021; Line Search: 0.5770
Final threshold in iteration 38: 0.1301016884716549 (> 0.0) after 30.171s (< 30.000s)