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This commit is contained in:
Connor Olding 2023-05-07 07:36:12 -07:00
parent 9cc122b81a
commit 6114ccbd40
6 changed files with 812 additions and 421 deletions
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8
thursday/candidates/nevergrad.py
View File

@ -372,10 +372,14 @@ ng_rpowell_cube = named_optimizer(ol.RPowell)
ng_rsqp_cube = named_optimizer(ol.RSQP) ng_rsqp_cube = named_optimizer(ol.RSQP)
ng_sqp_cube = named_optimizer(ol.SQP) ng_sqp_cube = named_optimizer(ol.SQP)
ngx_chaincmasqp_cube = named_optimizer(ev.ChainCMASQP) ngx_chaincmasqp_cube = named_optimizer(ev.ChainCMASQP)
ngx_chaincmawithmetarecenteringdim_cube = named_optimizer(ev.ChainCMAwithMetaRecenteringdim) ngx_chaincmawithmetarecenteringdim_cube = named_optimizer(
ev.ChainCMAwithMetaRecenteringdim
)
NEVERGRAD2_OPTIMIZERS = list(map(named_optimizer, optimizers)) + list( NEVERGRAD2_OPTIMIZERS = list(map(named_optimizer, optimizers)) + list(
map(lambda o: named_optimizer(o, experimental=True), more_optimizers) map(lambda o: named_optimizer(o, experimental=True), more_optimizers)
) )
BAYES_OPTIMIZERS = list(map(lambda o: named_optimizer(o, experimental=o != ol.BO), bayes_optimizers)) BAYES_OPTIMIZERS = list(
map(lambda o: named_optimizer(o, experimental=o != ol.BO), bayes_optimizers)
)

20
thursday/candidates/nlopt.py
View File

@ -103,27 +103,19 @@ def nlopt_direct_l_cube(objective, size, budget):
def nlopt_direct_l_noscal_cube(objective, size, budget): def nlopt_direct_l_noscal_cube(objective, size, budget):
return nlopt_cube_factory( return nlopt_cube_factory(objective, size, budget, "gn_direct_l_noscal")
objective, size, budget, "gn_direct_l_noscal"
)
def nlopt_direct_lr_cube(objective, size, budget): def nlopt_direct_lr_cube(objective, size, budget):
return nlopt_cube_factory( return nlopt_cube_factory(objective, size, budget, "gn_direct_l_rand")
objective, size, budget, "gn_direct_l_rand"
)
def nlopt_direct_lr_noscal_cube(objective, size, budget): def nlopt_direct_lr_noscal_cube(objective, size, budget):
return nlopt_cube_factory( return nlopt_cube_factory(objective, size, budget, "gn_direct_l_rand_noscal")
objective, size, budget, "gn_direct_l_rand_noscal"
)
def nlopt_direct_noscal_cube(objective, size, budget): def nlopt_direct_noscal_cube(objective, size, budget):
return nlopt_cube_factory( return nlopt_cube_factory(objective, size, budget, "gn_direct_noscal")
objective, size, budget, "gn_direct_noscal"
)
def nlopt_esch_cube(objective, size, budget): def nlopt_esch_cube(objective, size, budget):
@ -147,9 +139,7 @@ def nlopt_orig_direct_cube(objective, size, budget):
def nlopt_orig_direct_l_cube(objective, size, budget): def nlopt_orig_direct_l_cube(objective, size, budget):
return nlopt_cube_factory( return nlopt_cube_factory(objective, size, budget, "gn_orig_direct_l")
objective, size, budget, "gn_orig_direct_l"
)
def nlopt_auglag_cube(objective, size, budget): def nlopt_auglag_cube(objective, size, budget):

642
thursday/go_benchmark_lists.py
View File

@ -5,367 +5,367 @@
# loaded solutions_1680975848.py # loaded solutions_1680975848.py
too_variable_2 = [ too_variable_2 = [
'stochastic', "stochastic",
'xinsheyang01', "xinsheyang01",
] ]
too_centered_2 = [ too_centered_2 = [
'ackley01', "ackley01",
'ackley02', "ackley02",
'bartelsconn', "bartelsconn",
'bohachevsky2', "bohachevsky2",
'bukin04', "bukin04",
'bukin06', "bukin06",
'cigar', "cigar",
'deflectedcorrugatedspring', "deflectedcorrugatedspring",
'dropwave', "dropwave",
'exponential', "exponential",
'griewank', "griewank",
'infinity', "infinity",
'matyas', "matyas",
'needleeye', "needleeye",
'pathological', "pathological",
'pinter', "pinter",
'price02', "price02",
'price04', "price04",
'qing', "qing",
'rotatedellipse01', "rotatedellipse01",
'rotatedellipse02', "rotatedellipse02",
'salomon', "salomon",
'sargan', "sargan",
'schaffer01', "schaffer01",
'schaffer02', "schaffer02",
'schwefel01', "schwefel01",
'schwefel02', "schwefel02",
'sphere', "sphere",
'threehumpcamel', "threehumpcamel",
'treccani', "treccani",
'trigonometric02', "trigonometric02",
'ursem04', "ursem04",
'ventersobiezcczanskisobieski', "ventersobiezcczanskisobieski",
'wayburnseader02', "wayburnseader02",
'xinsheyang02', "xinsheyang02",
'xinsheyang03', "xinsheyang03",
'xinsheyang04', "xinsheyang04",
'yaoliu04', "yaoliu04",
'yaoliu09', "yaoliu09",
] ]
too_far_away_2 = [ too_far_away_2 = [
'adjiman', "adjiman",
'brent', "brent",
'crosslegtable', "crosslegtable",
'eggholder', "eggholder",
'katsuura', "katsuura",
'mishra01', "mishra01",
'mishra02', "mishra02",
'mishra03', "mishra03",
'mishra05', "mishra05",
'newfunction01', "newfunction01",
'newfunction02', "newfunction02",
'rana', "rana",
'trigonometric01', "trigonometric01",
'ursemwaves', "ursemwaves",
] ]
too_positive_2 = [ too_positive_2 = [
'amgm', "amgm",
'brown', "brown",
'cosinemixture', "cosinemixture",
'crossintray', "crossintray",
'cube', "cube",
'deb01', "deb01",
'deb03', "deb03",
'decanomial', "decanomial",
'easom', "easom",
'eggcrate', "eggcrate",
'giunta', "giunta",
'jennrichsampson', "jennrichsampson",
'keane', "keane",
'levy03', "levy03",
'mishra04', "mishra04",
'penalty01', "penalty01",
'penalty02', "penalty02",
'penholder', "penholder",
'price03', "price03",
'quintic', "quintic",
'schwefel04', "schwefel04",
'schwefel20', "schwefel20",
'schwefel26', "schwefel26",
'shubert03', "shubert03",
'step2', "step2",
'styblinskitang', "styblinskitang",
'testtubeholder', "testtubeholder",
'vincent', "vincent",
'weierstrass', "weierstrass",
'zacharov', "zacharov",
'zettl', "zettl",
] ]
totally_fine_2 = [ totally_fine_2 = [
'ackley03', "ackley03",
'alpine01', "alpine01",
'alpine02', "alpine02",
'beale', "beale",
'biggsexp02', "biggsexp02",
'bird', "bird",
'bohachevsky1', "bohachevsky1",
'bohachevsky3', "bohachevsky3",
'branin01', "branin01",
'branin02', "branin02",
'bukin02', "bukin02",
'carromtable', "carromtable",
'chichinadze', "chichinadze",
'crownedcross', "crownedcross",
'damavandi', "damavandi",
'deceptive', "deceptive",
'deckkersaarts', "deckkersaarts",
'dixonprice', "dixonprice",
'elattarvidyasagardutta', "elattarvidyasagardutta",
'exp2', "exp2",
'freudensteinroth', "freudensteinroth",
'goldsteinprice', "goldsteinprice",
'hansen', "hansen",
'himmelblau', "himmelblau",
'holdertable', "holdertable",
'hosaki', "hosaki",
'judge', "judge",
'langermann', "langermann",
'leon', "leon",
'levy05', "levy05",
'levy13', "levy13",
'mccormick', "mccormick",
'michalewicz', "michalewicz",
'mishra06', "mishra06",
'mishra07', "mishra07",
'mishra08', "mishra08",
'mishra10', "mishra10",
'mishra11', "mishra11",
'multimodal', "multimodal",
'oddsquare', "oddsquare",
'parsopoulos', "parsopoulos",
'permfunction01', "permfunction01",
'permfunction02', "permfunction02",
'plateau', "plateau",
'price01', "price01",
'quadratic', "quadratic",
'rastrigin', "rastrigin",
'ripple01', "ripple01",
'ripple25', "ripple25",
'rosenbrock', "rosenbrock",
'rosenbrockmodified', "rosenbrockmodified",
'schaffer03', "schaffer03",
'schaffer04', "schaffer04",
'schwefel06', "schwefel06",
'schwefel21', "schwefel21",
'schwefel22', "schwefel22",
'schwefel36', "schwefel36",
'shubert01', "shubert01",
'shubert04', "shubert04",
'sineenvelope', "sineenvelope",
'sixhumpcamel', "sixhumpcamel",
'sodp', "sodp",
'step', "step",
'stretchedv', "stretchedv",
'trefethen', "trefethen",
'tripod', "tripod",
'ursem01', "ursem01",
'ursem03', "ursem03",
'wavy', "wavy",
'wayburnseader01', "wayburnseader01",
'whitley', "whitley",
'zerosum', "zerosum",
'zimmerman', "zimmerman",
'zirilli', "zirilli",
] ]
too_variable_3 = [ too_variable_3 = [
'stochastic', "stochastic",
'xinsheyang01', "xinsheyang01",
] ]
too_centered_3 = [ too_centered_3 = [
'ackley01', "ackley01",
'alpine01', "alpine01",
'deflectedcorrugatedspring', "deflectedcorrugatedspring",
'exponential', "exponential",
'griewank', "griewank",
'infinity', "infinity",
'mishra11', "mishra11",
'multimodal', "multimodal",
'pinter', "pinter",
'qing', "qing",
'rastrigin', "rastrigin",
'salomon', "salomon",
'schwefel01', "schwefel01",
'schwefel20', "schwefel20",
'schwefel21', "schwefel21",
'schwefel22', "schwefel22",
'sineenvelope', "sineenvelope",
'sodp', "sodp",
'trigonometric02', "trigonometric02",
'wavy', "wavy",
'weierstrass', "weierstrass",
'xinsheyang02', "xinsheyang02",
'xinsheyang03', "xinsheyang03",
'yaoliu04', "yaoliu04",
'yaoliu09', "yaoliu09",
'zerosum', "zerosum",
] ]
too_far_away_3 = [ too_far_away_3 = [
'cosinemixture', "cosinemixture",
'katsuura', "katsuura",
'meyer', "meyer",
'mishra01', "mishra01",
'mishra02', "mishra02",
'rana', "rana",
'trigonometric01', "trigonometric01",
'whitley', "whitley",
'wolfe', "wolfe",
] ]
too_positive_3 = [ too_positive_3 = [
'amgm', "amgm",
'brown', "brown",
'cigar', "cigar",
'deb01', "deb01",
'deb03', "deb03",
'deceptive', "deceptive",
'needleeye', "needleeye",
'penalty01', "penalty01",
'schwefel04', "schwefel04",
'schwefel26', "schwefel26",
'sphere', "sphere",
'stretchedv', "stretchedv",
'styblinskitang', "styblinskitang",
'zacharov', "zacharov",
] ]
totally_fine_3 = [ totally_fine_3 = [
'alpine02', "alpine02",
'biggsexp03', "biggsexp03",
'boxbetts', "boxbetts",
'dixonprice', "dixonprice",
'eckerle4', "eckerle4",
'eggholder', "eggholder",
'gulf', "gulf",
'hartmann3', "hartmann3",
'helicalvalley', "helicalvalley",
'mishra07', "mishra07",
'mishra09', "mishra09",
'penalty02', "penalty02",
'permfunction01', "permfunction01",
'permfunction02', "permfunction02",
'plateau', "plateau",
'quadratic', "quadratic",
'quintic', "quintic",
'ratkowsky02', "ratkowsky02",
'rosenbrock', "rosenbrock",
'sargan', "sargan",
'schwefel02', "schwefel02",
'shubert01', "shubert01",
'shubert03', "shubert03",
'shubert04', "shubert04",
'step2', "step2",
'step', "step",
'vincent', "vincent",
'xinsheyang04', "xinsheyang04",
] ]
too_variable_4 = [ too_variable_4 = [
'stochastic', "stochastic",
'xinsheyang01', "xinsheyang01",
] ]
too_centered_4 = [ too_centered_4 = [
'ackley01', "ackley01",
'alpine01', "alpine01",
'cigar', "cigar",
'exponential', "exponential",
'griewank', "griewank",
'infinity', "infinity",
'pinter', "pinter",
'qing', "qing",
'schwefel01', "schwefel01",
'schwefel02', "schwefel02",
'schwefel20', "schwefel20",
'schwefel21', "schwefel21",
'schwefel22', "schwefel22",
'sineenvelope', "sineenvelope",
'sphere', "sphere",
'step2', "step2",
'step', "step",
'stretchedv', "stretchedv",
'trigonometric02', "trigonometric02",
'weierstrass', "weierstrass",
'whitley', "whitley",
'xinsheyang02', "xinsheyang02",
'yaoliu04', "yaoliu04",
'yaoliu09', "yaoliu09",
'zerosum', "zerosum",
] ]
too_far_away_4 = [ too_far_away_4 = [
'corana', "corana",
'cosinemixture', "cosinemixture",
'devilliersglasser01', "devilliersglasser01",
'katsuura', "katsuura",
'mielecantrell', "mielecantrell",
'mishra01', "mishra01",
'mishra02', "mishra02",
'rana', "rana",
'sargan', "sargan",
'trigonometric01', "trigonometric01",
'xinsheyang03', "xinsheyang03",
] ]
too_positive_4 = [ too_positive_4 = [
'amgm', "amgm",
'brown', "brown",
'colville', "colville",
'deb03', "deb03",
'penalty01', "penalty01",
'penalty02', "penalty02",
'powell', "powell",
'rosenbrock', "rosenbrock",
'schwefel04', "schwefel04",
'shekel05', "shekel05",
'shekel07', "shekel07",
'shekel10', "shekel10",
'shubert03', "shubert03",
'shubert04', "shubert04",
'styblinskitang', "styblinskitang",
'vincent', "vincent",
] ]
totally_fine_4 = [ totally_fine_4 = [
'alpine02', "alpine02",
'biggsexp04', "biggsexp04",
'deb01', "deb01",
'deceptive', "deceptive",
'deflectedcorrugatedspring', "deflectedcorrugatedspring",
'dixonprice', "dixonprice",
'eggholder', "eggholder",
'gear', "gear",
'kowalik', "kowalik",
'mishra07', "mishra07",
'mishra11', "mishra11",
'multimodal', "multimodal",
'needleeye', "needleeye",
'permfunction01', "permfunction01",
'permfunction02', "permfunction02",
'plateau', "plateau",
'powersum', "powersum",
'quadratic', "quadratic",
'quintic', "quintic",
'rastrigin', "rastrigin",
'ratkowsky01', "ratkowsky01",
'salomon', "salomon",
'schwefel26', "schwefel26",
'shubert01', "shubert01",
'sodp', "sodp",
'wavy', "wavy",
'xinsheyang04', "xinsheyang04",
'zacharov', "zacharov",
] ]

7
thursday/go_benchmarks.py
View File

@ -31,7 +31,12 @@ for cls in problems:
counts["variable"] = vcount counts["variable"] = vcount
if _looky_here: if _looky_here:
print(sorted(counts.items(), key=lambda x: f"{x[0]:09}" if isinstance(x[0], int) else str(x[0]))) print(
sorted(
counts.items(),
key=lambda x: f"{x[0]:09}" if isinstance(x[0], int) else str(x[0]),
)
)
p_by_d = problems_by_dimensions p_by_d = problems_by_dimensions

108
thursday/solutions/solutions_1680730206.py
View File

@ -6,7 +6,11 @@ solutions = {
0.0: [0.49999999999999956, 0.5000000000000002, 0.5000000000000012], 0.0: [0.49999999999999956, 0.5000000000000002, 0.5000000000000012],
}, },
"go_alpine02_on_cube__3": { "go_alpine02_on_cube__3": {
-17.212450994658354: [0.7917052684142234, 0.7917052676939672, 0.4815842307193425], -17.212450994658354: [
0.7917052684142234,
0.7917052676939672,
0.4815842307193425,
],
}, },
"go_amgm_on_cube__3": { "go_amgm_on_cube__3": {
0.0: [0.8245598718496522, 0.8245598800645785, 0.8245598774911281], 0.0: [0.8245598718496522, 0.8245598800645785, 0.8245598774911281],
@ -27,7 +31,11 @@ solutions = {
-2.7: [3.659195132255668e-06, 1.5076273613395665e-11, 9.543896963247637e-16], -2.7: [3.659195132255668e-06, 1.5076273613395665e-11, 9.543896963247637e-16],
}, },
"go_csendes_on_cube__3": { "go_csendes_on_cube__3": {
1.6005299190889717e-95: [0.5000002614943283, 0.49999979737945727, 0.4999991373845789], 1.6005299190889717e-95: [
0.5000002614943283,
0.49999979737945727,
0.4999991373845789,
],
}, },
"go_deb01_on_cube__3": { "go_deb01_on_cube__3": {
-1.0: [0.049649550146846286, 0.05000289851470013, 0.05006420897463226], -1.0: [0.049649550146846286, 0.05000289851470013, 0.05006420897463226],
@ -45,7 +53,11 @@ solutions = {
1.1931521191467804e-29: [0.55, 0.5353553390593274, 0.470269822124932], 1.1931521191467804e-29: [0.55, 0.5353553390593274, 0.470269822124932],
}, },
"go_eckerle4_on_cube__3": { "go_eckerle4_on_cube__3": {
0.0014635887487274677: [0.08717603638237367, 0.22786082165419722, 0.7482996827664747], 0.0014635887487274677: [
0.08717603638237367,
0.22786082165419722,
0.7482996827664747,
],
}, },
"go_eggholder_on_cube__3": { "go_eggholder_on_cube__3": {
-1888.321390893595: [0.970181519670115, 0.9266961632465174, 0.9411871032839637], -1888.321390893595: [0.970181519670115, 0.9266961632465174, 0.9411871032839637],
@ -60,19 +72,31 @@ solutions = {
5.915132712320822e-31: [0.1348208391857785, 0.5, 0.03], 5.915132712320822e-31: [0.1348208391857785, 0.5, 0.03],
}, },
"go_hartmann3_on_cube__3": { "go_hartmann3_on_cube__3": {
-3.862782147820756: [0.11461434502192798, 0.5556488498282574, 0.8525469537098168], -3.862782147820756: [
0.11461434502192798,
0.5556488498282574,
0.8525469537098168,
],
}, },
"go_helicalvalley_on_cube__3": { "go_helicalvalley_on_cube__3": {
0.0: [0.5497725561310041, 0.5048351824540244, 0.5076838383564906], 0.0: [0.5497725561310041, 0.5048351824540244, 0.5076838383564906],
}, },
"go_infinity_on_cube__3": { "go_infinity_on_cube__3": {
1.6005299190889717e-95: [0.4999999715839852, 0.5000000247025426, 0.5000000016223345], 1.6005299190889717e-95: [
0.4999999715839852,
0.5000000247025426,
0.5000000016223345,
],
}, },
"go_katsuura_on_cube__3": { "go_katsuura_on_cube__3": {
1.0: [5.679137715652871e-14, 6.262039498050598e-13, 5.512708345367656e-13], 1.0: [5.679137715652871e-14, 6.262039498050598e-13, 5.512708345367656e-13],
}, },
"go_meyer_on_cube__3": { "go_meyer_on_cube__3": {
3718453685.016923: [0.9999999999999996, 0.9999999999999999, 3.122502256758253e-17], 3718453685.016923: [
0.9999999999999996,
0.9999999999999999,
3.122502256758253e-17,
],
}, },
"go_mishra01_on_cube__3": { "go_mishra01_on_cube__3": {
1.9999999952274108: [1.0, 0.9999999999999999, 0.009829734043015896], 1.9999999952274108: [1.0, 0.9999999999999999, 0.009829734043015896],
@ -99,13 +123,25 @@ solutions = {
1.570544771786639e-32: [0.49, 0.49, 0.49000000000000005], 1.570544771786639e-32: [0.49, 0.49, 0.49000000000000005],
}, },
"go_penalty02_on_cube__3": { "go_penalty02_on_cube__3": {
1.3497838043956716e-31: [0.5133271718479692, 0.5062564318780072, 0.5146267812010901], 1.3497838043956716e-31: [
0.5133271718479692,
0.5062564318780072,
0.5146267812010901,
],
}, },
"go_permfunction01_on_cube__3": { "go_permfunction01_on_cube__3": {
9.860761315262648e-31: [0.640860903825709, 0.01929983613560043, 0.6044294128164022], 9.860761315262648e-31: [
0.640860903825709,
0.01929983613560043,
0.6044294128164022,
],
}, },
"go_permfunction02_on_cube__3": { "go_permfunction02_on_cube__3": {
2.2186712959340957e-30: [0.5714578794300258, 0.47532015480578127, 0.49894707267621674], 2.2186712959340957e-30: [
0.5714578794300258,
0.47532015480578127,
0.49894707267621674,
],
}, },
"go_pinter_on_cube__3": { "go_pinter_on_cube__3": {
0.0: [0.5, 0.5, 0.5], 0.0: [0.5, 0.5, 0.5],
@ -117,13 +153,21 @@ solutions = {
5.3707622579709536e-27: [0.501, 0.4985857864376269, 0.5017320508075689], 5.3707622579709536e-27: [0.501, 0.4985857864376269, 0.5017320508075689],
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"go_quintic_on_cube__3": { "go_quintic_on_cube__3": {
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"go_rana_on_cube__3": { "go_rana_on_cube__3": {
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"go_rastrigin_on_cube__3": { "go_rastrigin_on_cube__3": {
0.0: [0.4999999997679357, 0.49999999993791394, 0.4999999999832573], 0.0: [0.4999999997679357, 0.49999999993791394, 0.4999999999832573],
@ -132,7 +176,11 @@ solutions = {
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"go_rosenbrock_on_cube__3": { "go_rosenbrock_on_cube__3": {
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"go_salomon_on_cube__3": { "go_salomon_on_cube__3": {
0.0: [0.49999999999999994, 0.5000000000000001, 0.5], 0.0: [0.49999999999999994, 0.5000000000000001, 0.5],
@ -159,16 +207,32 @@ solutions = {
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@ -186,13 +250,21 @@ solutions = {
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448
thursday/solutions/solutions_1680975848.py
View File

@ -3,151 +3,361 @@ solutions = {
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"go_rosenbrock_on_cube__4": { "go_rosenbrock_on_cube__4": {
1.8427790745962836e-27: [0.5166666666666667, 0.5166666666666668, 0.5166666666666672, 0.5166666666666674], 1.8427790745962836e-27: [
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0.5166666666666668,
0.5166666666666672,
0.5166666666666674,
],
}, },
"go_salomon_on_cube__4": { "go_salomon_on_cube__4": {
0.0: [0.4990867028725108, 0.49824612382646793, 0.20357400849962232, 0.5035731475872616], 0.0: [
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0.20357400849962232,
0.5035731475872616,
],
}, },
"go_sargan_on_cube__4": { "go_sargan_on_cube__4": {
-35200.00000000005: [0.8999999985946622, 3.469446951953614e-17, 1.0, 0.10000000181447662], -35200.00000000005: [
0.8999999985946622,
3.469446951953614e-17,
1.0,
0.10000000181447662,
],
}, },
"go_schwefel01_on_cube__4": { "go_schwefel01_on_cube__4": {
0.0: [0.50048828125, 0.5, 0.5, 0.5], 0.0: [0.50048828125, 0.5, 0.5, 0.5],
}, },
"go_schwefel02_on_cube__4": { "go_schwefel02_on_cube__4": {
0.0: [0.5000005284691311, 0.4999980379339887, 0.50000312482585, 0.4999975956916072], 0.0: [
0.5000005284691311,
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0.50000312482585,
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],
}, },
"go_schwefel04_on_cube__4": { "go_schwefel04_on_cube__4": {
0.0: [0.1, 0.1, 0.1, 0.1], 0.0: [0.1, 0.1, 0.1, 0.1],
@ -156,46 +366,106 @@ solutions = {
0.0: [0.49999999999999983, 0.5000000000000002, 0.5, 0.49999999995473077], 0.0: [0.49999999999999983, 0.5000000000000002, 0.5, 0.49999999995473077],
}, },
"go_schwefel21_on_cube__4": { "go_schwefel21_on_cube__4": {
0.0: [0.4999999997893743, 0.49999999985716703, 0.5000000002106256, 0.49999999978937426], 0.0: [
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],
}, },
"go_schwefel22_on_cube__4": { "go_schwefel22_on_cube__4": {
0.0: [0.5, 0.5000000000000001, 0.5, 0.5], 0.0: [0.5, 0.5000000000000001, 0.5, 0.5],
}, },
"go_schwefel26_on_cube__4": { "go_schwefel26_on_cube__4": {
-1.089735178538831e-06: [0.9305937532533836, 0.9209687464160179, 0.19747734132307387, 0.9209687456292082], -1.089735178538831e-06: [
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],
}, },
"go_shekel05_on_cube__4": { "go_shekel05_on_cube__4": {
-10.15319967905823: [0.4000037689925856, 0.4000130672256758, 0.40000279482137596, 0.4000143020086375], -10.15319967905823: [
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0.4000143020086375,
],
}, },
"go_shekel07_on_cube__4": { "go_shekel07_on_cube__4": {
-10.402940566818666: [0.40005211433664734, 0.4000732914719807, 0.3999500655069954, 0.3999652204984656], -10.402940566818666: [
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0.3999500655069954,
0.3999652204984656,
],
}, },
"go_shekel10_on_cube__4": { "go_shekel10_on_cube__4": {
-10.536409816692046: [0.4000746531076067, 0.400059293286648, 0.39996633980382557, 0.3999509799996026], -10.536409816692046: [
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}, },
"go_shubert01_on_cube__4": { "go_shubert01_on_cube__4": {
-39303.550054363215: [0.7741440434102077, 0.7741556333290653, 0.7429083697053124, 0.7741396753978015], -39303.550054363215: [
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0.7429083697053124,
0.7741396753978015,
],
}, },
"go_shubert03_on_cube__4": { "go_shubert03_on_cube__4": {
-48.12499776866859: [0.7895897234617342, 0.7895897234965026, 0.7895897234965026, 0.7895897234965026], -48.12499776866859: [
0.7895897234617342,
0.7895897234965026,
0.7895897234965026,
0.7895897234965026,
],
}, },
"go_shubert04_on_cube__4": { "go_shubert04_on_cube__4": {
-58.03203170878015: [0.1458246797794856, 0.14582467977948557, 0.14582467959087073, 0.1458246797794856], -58.03203170878015: [
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0.14582467977948557,
0.14582467959087073,
0.1458246797794856,
],
}, },
"go_sineenvelope_on_cube__4": { "go_sineenvelope_on_cube__4": {
0.0: [0.5000000000049838, 0.5000000000180229, 0.4999999999815214, 0.5000000000104797], 0.0: [
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0.4999999999815214,
0.5000000000104797,
],
}, },
"go_sodp_on_cube__4": { "go_sodp_on_cube__4": {
0.0: [0.5000003501207233, 0.49934332155107486, 0.5009018689609204, 0.5232120945186667], 0.0: [
0.5000003501207233,
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0.5009018689609204,
0.5232120945186667,
],
}, },
"go_sphere_on_cube__4": { "go_sphere_on_cube__4": {
0.0: [0.5, 0.5000000000000009, 0.5, 0.5], 0.0: [0.5, 0.5000000000000009, 0.5, 0.5],
}, },
"go_step2_on_cube__4": { "go_step2_on_cube__4": {
1.0: [0.5012432021330329, 0.4951491010577182, 0.5059914251045634, 0.502325162192821], 1.0: [
0.5012432021330329,
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0.502325162192821,
],
}, },
"go_step_on_cube__4": { "go_step_on_cube__4": {
0.0: [0.4996842002116297, 0.49694494375720955, 0.503280368273251, 0.4951664506412295], 0.0: [
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],
}, },
"go_stochastic_on_cube__4": { "go_stochastic_on_cube__4": {
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@ -204,46 +474,96 @@ solutions = {
0.0: [0.5, 0.5, 0.5, 0.5], 0.0: [0.5, 0.5, 0.5, 0.5],
}, },
"go_styblinskitang_on_cube__4": { "go_styblinskitang_on_cube__4": {
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],
}, },
"go_trigonometric01_on_cube__4": { "go_trigonometric01_on_cube__4": {
0.0: [0.0, 0.0, 6.938893903907228e-18, 1.734723475976807e-17], 0.0: [0.0, 0.0, 6.938893903907228e-18, 1.734723475976807e-17],
}, },
"go_trigonometric02_on_cube__4": { "go_trigonometric02_on_cube__4": {
1.0: [0.5009000000000405, 0.5009000000002075, 0.5009000000004369, 0.5008998066497936], 1.0: [
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"go_vincent_on_cube__4": { "go_vincent_on_cube__4": {
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"go_wavy_on_cube__4": { "go_wavy_on_cube__4": {
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"go_weierstrass_on_cube__4": { "go_weierstrass_on_cube__4": {
0.0: [0.5000152588472697, 0.5000000000000009, 0.5, 0.5], 0.0: [0.5000152588472697, 0.5000000000000009, 0.5, 0.5],
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"go_whitley_on_cube__4": { "go_whitley_on_cube__4": {
0.0: [0.5000697309500134, 0.5000697309500134, 0.5000697309500134, 0.5000697309500134], 0.0: [
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"go_xinsheyang01_on_cube__4": { "go_xinsheyang01_on_cube__4": {
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"go_xinsheyang02_on_cube__4": { "go_xinsheyang02_on_cube__4": {
0.0: [0.5, 0.5, 0.5, 0.49999999999999994], 0.0: [0.5, 0.5, 0.5, 0.49999999999999994],
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"go_xinsheyang04_on_cube__4": { "go_xinsheyang04_on_cube__4": {
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"go_yaoliu04_on_cube__4": { "go_yaoliu04_on_cube__4": {
0.0: [0.5, 0.5, 0.5, 0.5], 0.0: [0.5, 0.5, 0.5, 0.5],
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"go_yaoliu09_on_cube__4": { "go_yaoliu09_on_cube__4": {
0.0: [0.5000000008566511, 0.5000000000634754, 0.500000000363694, 0.49999999975360193], 0.0: [
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"go_zacharov_on_cube__4": { "go_zacharov_on_cube__4": {
0.0: [0.4316875852820895, 0.3333333333333333, 0.3333333333333333, 0.3333333333333333], 0.0: [
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0.3333333333333333,
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],
}, },
"go_zerosum_on_cube__4": { "go_zerosum_on_cube__4": {
0.0: [0.5, 0.5, 0.5, 0.5], 0.0: [0.5, 0.5, 0.5, 0.5],