Reset training subject: 11575586534018
Reset training subject: 11575910352408
Constructing line search parameters: GD
th(0)=3.570995254823763;dx=-2.418916625194388
Armijo: th(2.154434690031884)=5.8440746635911545; dx=4.529042236211652 evalInputDelta=-2.2730794087673916
New Minimum: 3.570995254823763 > 2.836419509725103
WOLF (strong): th(1.077217345015942)=2.836419509725103; dx=1.0550735974931589 evalInputDelta=0.7345757450986601
END: th(0.3590724483386473)=2.9103318046799687; dx=-1.2609174860679235 evalInputDelta=0.6606634501437942
Fitness changed from 3.570995254823763 to 2.836419509725103
Iteration 1 complete. Error: 2.836419509725103 Total: 1.5166; Orientation: 0.0746; Line Search: 0.8261
th(0)=2.836419509725103;dx=-0.46021533358154804
New Minimum: 2.836419509725103 > 2.6639989716087307
WOLF (strong): th(0.7735981389354633)=2.6639989716087307; dx=0.014452720652775251 evalInputDelta=0.17242053811637215
END: th(0.3867990694677316)=2.704308950245947; dx=-0.222881256500496 evalInputDelta=0.13211055947915584
Fitness changed from 2.836419509725103 to 2.6639989716087307
Iteration 2 complete. Error: 2.6639989716087307 Total: 0.8004; Orientation: 0.0772; Line Search: 0.5835
th(0)=2.6639989716087307;dx=-4.5554386841891744E-4
New Minimum: 2.6639989716087307 > 2.6638302877608986
WOLF (strong): th(0.8333333333333335)=2.6638302877608986; dx=5.070263352827596E-5 evalInputDelta=1.6868384783208512E-4
END: th(0.41666666666666674)=2.663861895674195; dx=-2.0242061737628974E-4 evalInputDelta=1.3707593453560207E-4
Fitness changed from 2.6639989716087307 to 2.6638302877608986
Iteration 3 complete. Error: 2.6638302877608986 Total: 0.8668; Orientation: 0.0760; Line Search: 0.6528
th(0)=2.6638302877608986;dx=-5.645536518584081E-6
New Minimum: 2.6638302877608986 > 2.6638282534635165
WOLF (strong): th(0.8976811208466184)=2.6638282534635165; dx=1.1131979530570547E-6 evalInputDelta=2.034297382103034E-6
END: th(0.4488405604233092)=2.6638285122136653; dx=-2.2661692827712686E-6 evalInputDelta=1.77554723324036E-6
Fitness changed from 2.6638302877608986 to 2.6638282534635165
Iteration 4 complete. Error: 2.6638282534635165 Total: 0.7979; Orientation: 0.0762; Line Search: 0.5804
th(0)=2.6638282534635165;dx=-2.1968768238313168E-7
New Minimum: 2.6638282534635165 > 2.6638281779507134
WOLF (strong): th(0.9669976736693292)=2.6638281779507134; dx=6.350777625113399E-8 evalInputDelta=7.551280312156905E-8
END: th(0.4834988368346646)=2.663828181475946; dx=-7.808995306580874E-8 evalInputDelta=7.198757057125249E-8
Fitness changed from 2.6638282534635165 to 2.6638281779507134
Iteration 5 complete. Error: 2.6638281779507134 Total: 0.8002; Orientation: 0.0760; Line Search: 0.5853
th(0)=2.6638281779507134;dx=-1.853851687157641E-8
New Minimum: 2.6638281779507134 > 2.663828171977059
WOLF (strong): th(1.041666666666667)=2.663828171977059; dx=7.069099144525347E-9 evalInputDelta=5.973654459978661E-9
New Minimum: 2.663828171977059 > 2.663828171629561
END: th(0.5208333333333335)=2.663828171629561; dx=-5.7347088635307926E-9 evalInputDelta=6.321152490329496E-9
Fitness changed from 2.6638281779507134 to 2.663828171629561
Iteration 6 complete. Error: 2.663828171629561 Total: 0.9321; Orientation: 0.0753; Line Search: 0.7172
th(0)=2.663828171629561;dx=-1.8254110561958456E-9
New Minimum: 2.663828171629561 > 2.6638281710240532
WOLF (strong): th(1.122101401058273)=2.6638281710240532; dx=7.461726860981008E-10 evalInputDelta=6.055076440247831E-10
New Minimum: 2.6638281710240532 > 2.66382817096611
END: th(0.5610507005291365)=2.66382817096611; dx=-5.396191850485876E-10 evalInputDelta=6.634510718583897E-10
Fitness changed from 2.663828171629561 to 2.66382817096611
Iteration 7 complete. Error: 2.66382817096611 Total: 0.8124; Orientation: 0.0762; Line Search: 0.5972
th(0)=2.66382817096611;dx=-2.1599122923923087E-10
New Minimum: 2.66382817096611 > 2.6638281708110965
END: th(1.2087470920866614)=2.6638281708110965; dx=-4.049445611463698E-11 evalInputDelta=1.55013335501053E-10
Fitness changed from 2.66382817096611 to 2.6638281708110965
Iteration 8 complete. Error: 2.6638281708110965 Total: 0.6061; Orientation: 0.0759; Line Search: 0.3920
th(0)=2.6638281708110965;dx=-1.4792318264026864E-10
New Minimum: 2.6638281708110965 > 2.6638281706103575
END: th(2.6041666666666674)=2.6638281706103575; dx=-6.244116891026426E-12 evalInputDelta=2.007389809932647E-10
Fitness changed from 2.6638281708110965 to 2.6638281706103575
Iteration 9 complete. Error: 2.6638281706103575 Total: 0.6041; Orientation: 0.0765; Line Search: 0.3887
th(0)=2.6638281706103575;dx=-3.56665516885406E-10
Armijo: th(5.610507005291366)=2.663828173847409; dx=1.5105898961199524E-9 evalInputDelta=-3.2370515157253976E-9
Armijo: th(2.805253502645683)=2.663828170919352; dx=5.769621896165488E-10 evalInputDelta=-3.0899460767841447E-10
New Minimum: 2.6638281706103575 > 2.663828170422349
END: th(0.9350845008818943)=2.663828170422349; dx=-4.54562813851611E-11 evalInputDelta=1.8800827561449296E-10
Fitness changed from 2.6638281706103575 to 2.663828170422349
Iteration 10 complete. Error: 2.663828170422349 Total: 0.9867; Orientation: 0.0769; Line Search: 0.7714
th(0)=2.663828170422349;dx=-1.2238300779771115E-10
New Minimum: 2.663828170422349 > 2.663828170217067
END: th(2.0145784868111027)=2.663828170217067; dx=-8.141342670998712E-11 evalInputDelta=2.0528201361003084E-10
Fitness changed from 2.663828170422349 to 2.663828170217067
Iteration 11 complete. Error: 2.663828170217067 Total: 0.6055; Orientation: 0.0757; Line Search: 0.3901
th(0)=2.663828170217067;dx=-1.5053560013065884E-10
New Minimum: 2.663828170217067 > 2.6638281701089177
WOLF (strong): th(4.3402777777777795)=2.6638281701089177; dx=1.0070019659589929E-10 evalInputDelta=1.081494893639956E-10
New Minimum: 2.6638281701089177 > 2.6638281700266884
END: th(2.1701388888888897)=2.6638281700266884; dx=-2.4917701767347938E-11 evalInputDelta=1.903788238166726E-10
Fitness changed from 2.663828170217067 to 2.6638281700266884
Iteration 12 complete. Error: 2.6638281700266884 Total: 0.8109; Orientation: 0.0761; Line Search: 0.5950
th(0)=2.6638281700266884;dx=-2.62918489019405E-10
Armijo: th(4.675422504409472)=2.6638281710684693; dx=7.085599706353389E-10 evalInputDelta=-1.0417808837814846E-9
New Minimum: 2.6638281700266884 > 2.6638281699798196
WOLF (strong): th(2.337711252204736)=2.6638281699798196; dx=2.2282074080867245E-10 evalInputDelta=4.686873111836576E-11
New Minimum: 2.6638281699798196 > 2.6638281698848965
END: th(0.7792370840682453)=2.6638281698848965; dx=-1.0100541240989193E-10 evalInputDelta=1.4179191154539694E-10
Fitness changed from 2.6638281700266884 to 2.6638281698848965
Iteration 13 complete. Error: 2.6638281698848965 Total: 1.0070; Orientation: 0.0804; Line Search: 0.7873
th(0)=2.6638281698848965;dx=-1.0738342849115292E-10
New Minimum: 2.6638281698848965 > 2.6638281697050745
WOLFE (weak): th(1.678815405675919)=2.6638281697050745; dx=-1.0684159797222579E-10 evalInputDelta=1.798219351201169E-10
New Minimum: 2.6638281697050745 > 2.6638281695261616
WOLFE (weak): th(3.357630811351838)=2.6638281695261616; dx=-1.0629976745327326E-10 evalInputDelta=3.5873481962767073E-10
New Minimum: 2.6638281695261616 > 2.6638281688196086
WOLFE (weak): th(10.072892434055515)=2.6638281688196086; dx=-1.0413244537753119E-10 evalInputDelta=1.065287857926478E-9
New Minimum: 2.6638281688196086 > 2.663828165820224
END: th(40.29156973622206)=2.663828165820224; dx=-9.437949603595379E-11 evalInputDelta=4.064672598502739E-9
Fitness changed from 2.6638281698848965 to 2.663828165820224
Iteration 14 complete. Error: 2.663828165820224 Total: 1.2195; Orientation: 0.0750; Line Search: 1.0049
th(0)=2.663828165820224;dx=-7.815800080444035E-10
Armijo: th(86.8055555555556)=2.663831487853492; dx=7.732122650098475E-8 evalInputDelta=-3.322033268027269E-6
Armijo: th(43.4027777777778)=2.6638289793671692; dx=3.8269823246729975E-8 evalInputDelta=-8.135469453662836E-7
Armijo: th(14.4675925925926)=2.6638282486759417; dx=1.2235554410274169E-8 evalInputDelta=-8.285571784227841E-8
Armijo: th(3.61689814814815)=2.663828168878535; dx=2.4727035965413972E-9 evalInputDelta=-3.0583109378312656E-9
New Minimum: 2.663828165820224 > 2.6638281654902536
END: th(0.72337962962963)=2.6638281654902536; dx=-1.3072328712738706E-10 evalInputDelta=3.299702733272625E-10
Fitness changed from 2.663828165820224 to 2.6638281654902536
Iteration 15 complete. Error: 2.6638281654902536 Total: 1.3614; Orientation: 0.0749; Line Search: 1.1476
th(0)=2.6638281654902536;dx=-1.0801003766510379E-10
New Minimum: 2.6638281654902536 > 2.663828165323257
WOLFE (weak): th(1.5584741681364909)=2.663828165323257; dx=-1.0629754942737846E-10 evalInputDelta=1.669966387396471E-10
New Minimum: 2.663828165323257 > 2.6638281651589293
WOLFE (weak): th(3.1169483362729817)=2.6638281651589293; dx=-1.0458506118961602E-10 evalInputDelta=3.313243013280953E-10
New Minimum: 2.6638281651589293 > 2.663828164528308
WOLFE (weak): th(9.350845008818945)=2.663828164528308; dx=-9.773510823874222E-11 evalInputDelta=9.619456342591093E-10
New Minimum: 2.663828164528308 > 2.6638281622189472
END: th(37.40338003527578)=2.6638281622189472; dx=-6.691031996078565E-11 evalInputDelta=3.271306336927182E-9
Fitness changed from 2.6638281654902536 to 2.6638281622189472
Iteration 16 complete. Error: 2.6638281622189472 Total: 1.2473; Orientation: 0.0756; Line Search: 1.0322
th(0)=2.6638281622189472;dx=-2.0773054527962257E-9
Armijo: th(80.58313947244413)=2.6638365267868456; dx=2.0967824910590483E-7 evalInputDelta=-8.364567898322406E-6
Armijo: th(40.291569736222066)=2.663830211511973; dx=1.0380047182546541E-7 evalInputDelta=-2.0492930259408126E-6
Armijo: th(13.430523245407356)=2.6638283713186395; dx=3.321528697305713E-8 evalInputDelta=-2.0909969222770997E-7
Armijo: th(3.357630811351839)=2.6638281700565596; dx=6.745842653645099E-9 evalInputDelta=-7.837612336913935E-9
New Minimum: 2.6638281622189472 > 2.66382816141648
END: th(0.6715261622703678)=2.66382816141648; dx=-3.126758315080364E-10 evalInputDelta=8.024674258422237E-10
Fitness changed from 2.6638281622189472 to 2.66382816141648
Iteration 17 complete. Error: 2.66382816141648 Total: 1.4606; Orientation: 0.0749; Line Search: 1.2469
th(0)=2.66382816141648;dx=-1.2865893768744194E-10
New Minimum: 2.66382816141648 > 2.663828161260256
END: th(1.4467592592592602)=2.663828161260256; dx=-8.730478168898603E-11 evalInputDelta=1.5622392268710428E-10
Fitness changed from 2.66382816141648 to 2.663828161260256
Iteration 18 complete. Error: 2.663828161260256 Total: 0.6043; Orientation: 0.0763; Line Search: 0.3881
th(0)=2.663828161260256;dx=-1.2575052301138405E-10
New Minimum: 2.663828161260256 > 2.663828160988298
END: th(3.116948336272982)=2.663828160988298; dx=-4.8751996019009756E-11 evalInputDelta=2.719580116661291E-10
Fitness changed from 2.663828161260256 to 2.663828160988298
Iteration 19 complete. Error: 2.663828160988298 Total: 0.6032; Orientation: 0.0756; Line Search: 0.3900
th(0)=2.663828160988298;dx=-2.91869509083826E-10
Armijo: th(6.715261622703678)=2.663828164580999; dx=1.3618802794462452E-9 evalInputDelta=-3.59270124761224E-9
Armijo: th(3.357630811351839)=2.6638281613964785; dx=5.350053851808757E-10 evalInputDelta=-4.081806004307964E-10
New Minimum: 2.663828160988298 > 2.663828160815876
END: th(1.119210270450613)=2.663828160815876; dx=-1.6244544328782257E-11 evalInputDelta=1.724220766163853E-10
Fitness changed from 2.663828160988298 to 2.663828160815876
Iteration 20 complete. Error: 2.663828160815876 Total: 0.9820; Orientation: 0.0773; Line Search: 0.7653
th(0)=2.663828160815876;dx=-1.5207389451689602E-10
New Minimum: 2.663828160815876 > 2.663828160623055
END: th(2.411265432098767)=2.663828160623055; dx=-7.859286361789872E-12 evalInputDelta=1.928208703816381E-10
Fitness changed from 2.663828160815876 to 2.663828160623055
Iteration 21 complete. Error: 2.663828160623055 Total: 0.6045; Orientation: 0.0749; Line Search: 0.3913
th(0)=2.663828160623055;dx=-3.274751486216402E-10
Armijo: th(5.1949138937883035)=2.663828162885766; dx=1.1986006209127672E-9 evalInputDelta=-2.2627109075301632E-9
Armijo: th(2.5974569468941517)=2.6638281607634315; dx=4.355627361449453E-10 evalInputDelta=-1.403765992336048E-10
New Minimum: 2.663828160623055 > 2.66382816044963
END: th(0.8658189822980505)=2.66382816044963; dx=-7.312918703248735E-11 evalInputDelta=1.7342483005222675E-10
Fitness changed from 2.663828160623055 to 2.66382816044963
Iteration 22 complete. Error: 2.66382816044963 Total: 0.9848; Orientation: 0.0747; Line Search: 0.7695
th(0)=2.66382816044963;dx=-1.1252040068691468E-10
New Minimum: 2.66382816044963 > 2.663828160252
END: th(1.8653504507510217)=2.663828160252; dx=-9.93753984561863E-11 evalInputDelta=1.9762991243510442E-10
Fitness changed from 2.66382816044963 to 2.663828160252
Iteration 23 complete. Error: 2.663828160252 Total: 0.6045; Orientation: 0.0754; Line Search: 0.3902
th(0)=2.663828160252;dx=-1.1894090895468175E-10
New Minimum: 2.663828160252 > 2.6638281599000493
END: th(4.018775720164612)=2.6638281599000493; dx=-5.621223908669548E-11 evalInputDelta=3.519509128580012E-10
Fitness changed from 2.663828160252 to 2.6638281599000493
Iteration 24 complete. Error: 2.6638281599000493 Total: 0.6083; Orientation: 0.0758; Line Search: 0.3925
th(0)=2.6638281599000493;dx=-3.297733497295368E-10
Armijo: th(8.658189822980507)=2.663828168171163; dx=2.2403605846523177E-9 evalInputDelta=-8.271113571822752E-9
Armijo: th(4.3290949114902535)=2.663828161254018; dx=9.55293617461725E-10 evalInputDelta=-1.353968492878721E-9
New Minimum: 2.6638281599000493 > 2.663828159733241
WOLF (strong): th(1.4430316371634178)=2.663828159733241; dx=9.858230599999E-11 evalInputDelta=1.6680834491467067E-10
END: th(0.36075790929085444)=2.6638281598003974; dx=-2.2268443579751027E-10 evalInputDelta=9.965184233351465E-11
Fitness changed from 2.6638281599000493 to 2.663828159733241
Iteration 25 complete. Error: 2.663828159733241 Total: 1.1745; Orientation: 0.0746; Line Search: 0.9579
th(0)=2.663828159733241;dx=-2.9762577752722654E-10
New Minimum: 2.663828159733241 > 2.6638281595786255
END: th(0.7772293544795924)=2.6638281595786255; dx=-1.0023817657063172E-10 evalInputDelta=1.5461543156902735E-10
Fitness changed from 2.663828159733241 to 2.6638281595786255
Iteration 26 complete. Error: 2.6638281595786255 Total: 0.6080; Orientation: 0.0753; Line Search: 0.3925
th(0)=2.6638281595786255;dx=-1.07504746756031E-10
New Minimum: 2.6638281595786255 > 2.663828159399093
WOLFE (weak): th(1.6744898834019217)=2.663828159399093; dx=-1.0692748777263577E-10 evalInputDelta=1.7953238895529466E-10
New Minimum: 2.663828159399093 > 2.663828159220527
WOLFE (weak): th(3.3489797668038435)=2.663828159220527; dx=-1.0635022878920681E-10 evalInputDelta=3.580984397899556E-10
New Minimum: 2.663828159220527 > 2.6638281585159307
WOLFE (weak): th(10.04693930041153)=2.6638281585159307; dx=-1.0404119285560666E-10 evalInputDelta=1.0626948210301634E-9
New Minimum: 2.6638281585159307 > 2.6638281555366357
END: th(40.18775720164612)=2.6638281555366357; dx=-9.365053115491402E-11 evalInputDelta=4.041989853931227E-9
Fitness changed from 2.6638281595786255 to 2.6638281555366357
Iteration 27 complete. Error: 2.6638281555366357 Total: 1.2839; Orientation: 0.0755; Line Search: 1.0698
th(0)=2.6638281555366357;dx=-8.238706602986436E-10
Armijo: th(86.58189822980506)=2.663831668013918; dx=8.196039813405435E-8 evalInputDelta=-3.512477282363591E-6
Armijo: th(43.29094911490253)=2.663829015822885; dx=4.056826373655101E-8 evalInputDelta=-8.602862493489738E-7
Armijo: th(14.430316371634177)=2.6638282431981875; dx=1.2973507471916066E-8 evalInputDelta=-8.766155179529278E-8
Armijo: th(3.6075790929085443)=2.663828158786349; dx=2.6254738727479553E-9 evalInputDelta=-3.2497133872766426E-9
New Minimum: 2.6638281555366357 > 2.6638281551910756
END: th(0.7215158185817089)=2.6638281551910756; dx=-1.3400175368995096E-10 evalInputDelta=3.455600250390489E-10
Fitness changed from 2.6638281555366357 to 2.6638281551910756
Iteration 28 complete. Error: 2.6638281551910756 Total: 1.5433; Orientation: 0.0787; Line Search: 1.3260
th(0)=2.6638281551910756;dx=-1.0828921517552442E-10
New Minimum: 2.6638281551910756 > 2.6638281550243534
WOLFE (weak): th(1.5544587089591848)=2.6638281550243534; dx=-1.0621930652865498E-10 evalInputDelta=1.6672219160795976E-10
New Minimum: 2.6638281550243534 > 2.6638281548608482
WOLFE (weak): th(3.1089174179183696)=2.6638281548608482; dx=-1.0414939788170331E-10 evalInputDelta=3.3022740097976566E-10
New Minimum: 2.6638281548608482 > 2.6638281542390057
END: th(9.326752253755108)=2.6638281542390057; dx=-9.586976329406621E-11 evalInputDelta=9.520699784104636E-10
Fitness changed from 2.6638281551910756 to 2.6638281542390057
Iteration 29 complete. Error: 2.6638281542390057 Total: 1.0896; Orientation: 0.0845; Line Search: 0.8596
th(0)=2.6638281542390057;dx=-2.3803688440146433E-10
Armijo: th(20.09387860082306)=2.6638281846650056; dx=3.2664218193709157E-9 evalInputDelta=-3.042599994174111E-8
Armijo: th(10.04693930041153)=2.663828160649735; dx=1.5141924674870375E-9 evalInputDelta=-6.410729280759142E-9
Armijo: th(3.3489797668038435)=2.663828154419855; dx=3.460395662289011E-10 evalInputDelta=-1.8084955755170995E-10
New Minimum: 2.6638281542390057 > 2.6638281541008375
END: th(0.8372449417009609)=2.6638281541008375; dx=-9.201777174409488E-11 evalInputDelta=1.3816814359302043E-10
Fitness changed from 2.6638281542390057 to 2.6638281541008375
Iteration 30 complete. Error: 2.6638281541008375 Total: 1.4073; Orientation: 0.0844; Line Search: 1.1753
th(0)=2.6638281541008375;dx=-1.0908908774065365E-10
New Minimum: 2.6638281541008375 > 2.663828153907942
WOLFE (weak): th(1.8037895464542724)=2.663828153907942; dx=-1.047887740045091E-10 evalInputDelta=1.928954773688929E-10
New Minimum: 2.663828153907942 > 2.6638281537228035
WOLFE (weak): th(3.6075790929085447)=2.6638281537228035; dx=-1.0048846026840992E-10 evalInputDelta=3.7803404850933475E-10
New Minimum: 2.6638281537228035 > 2.6638281530598187
END: th(10.822737278725635)=2.6638281530598187; dx=-8.328720532380222E-11 evalInputDelta=1.0410188266973819E-9
Fitness changed from 2.6638281541008375 to 2.6638281530598187
Iteration 31 complete. Error: 2.6638281530598187 Total: 1.0329; Orientation: 0.0796; Line Search: 0.8098
th(0)=2.6638281530598187;dx=-4.3012391148739436E-10
Armijo: th(23.316880634387775)=2.66382826010451; dx=9.611857401050904E-9 evalInputDelta=-1.0704469133315797E-7
Armijo: th(11.658440317193888)=2.6638281773137047; dx=4.590866744790129E-9 evalInputDelta=-2.4253886010683345E-8
Armijo: th(3.8861467723979626)=2.6638281546403446; dx=1.2435396406064688E-9 evalInputDelta=-1.5805259323542487E-9
New Minimum: 2.6638281530598187 > 2.6638281528451904
END: th(0.9715366930994906)=2.6638281528451904; dx=-1.1708023463631147E-11 evalInputDelta=2.1462831512053526E-10
Fitness changed from 2.6638281530598187 to 2.6638281528451904
Iteration 32 complete. Error: 2.6638281528451904 Total: 1.1768; Orientation: 0.0768; Line Search: 0.9604
Final threshold in iteration 32: 2.6638281528451904 (> 0.0) after 30.744s (< 30.000s)