Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 34
Function evaluation limit: 550
Name | Rating | Games | Active |
---|
bobyqa_noise | 2579.0 | 499 | yes |
bobyqa_default | 2564.0 | 482 | yes |
nevergrad_ngopt4 | 2270.0 | 64 | no |
scipy_slsqp | 2197.0 | 340 | yes |
dlib | 2160.0 | 481 | yes |
nevergrad_ngopt8 | 2145.0 | 41 | no |
nevergrad_oneplus | 2137.0 | 59 | no |
dlib_default | 2136.0 | 453 | yes |
nlopt_directr | 1976.0 | 21 | no |
pymoo_pattern | 1923.0 | 19 | no |
pymoo_nsga3 | 1817.0 | 23 | no |
scipy_lbfgsb | 1812.0 | 29 | yes |
nevergrad_ngopt | 1811.0 | 48 | no |
nevergrad_hammersley | 1742.0 | 52 | no |
freelunch_sa_21 | 1736.0 | 5 | no |
freelunch_sade_21 | 1723.0 | 8 | no |
platypus_omopso | 1701.0 | 33 | no |
freelunch_sa_8 | 1698.0 | 9 | no |
nevergrad_de | 1679.0 | 51 | no |
nlopt_crs2lm | 1652.0 | 16 | no |
freelunch_de_8 | 1650.0 | 5 | no |
nevergrad_portfolio | 1650.0 | 48 | no |
platypus_evolutionary | 1642.0 | 19 | no |
freelunch_sade_8 | 1641.0 | 12 | no |
nlopt_direct | 1635.0 | 26 | no |
scipy_powell | 1635.0 | 416 | yes |
platypus_nsgaii | 1635.0 | 23 | no |
nlopt_esch | 1619.0 | 28 | no |
platypus_epsmoea | 1617.0 | 15 | no |
platypus_smpso | 1612.0 | 16 | no |
platypus_genetic | 1604.0 | 21 | no |
optuna_random_clone | 1600 | 53 | no |
optuna_random_clone_1 | 1600 | 49 | no |
optuna_random | 1600 | 47 | no |
optuna_random_clone_2 | 1600 | 46 | no |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
skopt_gp_default | 1600 | 0 | yes |
scipy_nelder | 1600 | 0 | no |
pysot_ei | 1600 | 0 | no |
pysot_lcb | 1600 | 0 | no |
pysot_random | 1600 | 0 | no |
pysot_srbf | 1600 | 0 | no |
pysot_dycors | 1600 | 0 | no |
ax_default | 1600 | 0 | no |
optuna_cmaes | 1600 | 0 | no |
platypus_cmaes | 1600 | 0 | no |
pymoo_unsga3 | 1600 | 0 | no |
ultraopt_gbrt | 1600 | 0 | no |
bayesopt_ucb | 1600 | 0 | no |
bayesopt_ei | 1600 | 0 | no |
bayesopt_poi | 1600 | 0 | no |
nlopt_ags | 1600 | 0 | no |
hebo_sequential | 1600 | 0 | no |
hebo_batch | 1600 | 0 | no |
freelunch_krillherd_3 | 1600 | 0 | no |
freelunch_krillherd_8 | 1600 | 0 | no |
freelunch_sa_3 | 1597.0 | 7 | no |
optuna_tpe | 1559.0 | 49 | no |
freelunch_de_21 | 1545.0 | 5 | no |
freelunch_pso_21 | 1544.0 | 6 | no |
freelunch_pso_8 | 1511.0 | 3 | no |
freelunch_sade_3 | 1501.0 | 11 | no |
ultraopt_etpe | 1494.0 | 142 | no |
platypus_moead | 1478.0 | 23 | no |
platypus_ibea | 1475.0 | 24 | no |
freelunch_pso_3 | 1428.0 | 6 | no |
pymoo_nsga2 | 1421.0 | 27 | no |
nlopt_directl | 1409.0 | 17 | no |
freelunch_de_3 | 1396.0 | 11 | no |
platypus_gde3 | 1350.0 | 18 | no |
nlopt_directo | 1349.0 | 20 | no |
platypus_spea2 | 1335.0 | 28 | no |
pymoo_nelder | 1333.0 | 27 | no |
nlopt_isres | 1320.0 | 26 | no |
ultraopt_forest | 1216.0 | 115 | no |
hyperopt_tpe | 1124.0 | 457 | yes |
hyperopt_rand | 1068.0 | 466 | yes |
hyperopt_atpe | 1020.0 | 458 | yes |
ultraopt_random | 909.0 | 129 | no |