Index

_

__all__ (in module evox) (in module evox.algorithms) (in module evox.algorithms.mo) (in module evox.algorithms.so) (in module evox.algorithms.so.de_variants) (in module evox.algorithms.so.es_variants) (in module evox.algorithms.so.pso_variants) (in module evox.core) (in module evox.metrics) (in module evox.operators) (in module evox.operators.crossover) (in module evox.operators.mutation) (in module evox.operators.sampling) (in module evox.operators.selection) (in module evox.problems) (in module evox.utils) (in module evox.utils.re_export) (in module evox.workflows) __call__() (evox.utils.op_register.FnCallable method) (evox.utils.op_register.VmapFnCallable method) (evox.utils.op_register.VmapWrapInputsCallable method) __torch_function__() (evox.core.module.TransformGetSetItemToIndex method) _batch_truncation() (evox.algorithms.mo.rveaa.RVEAa method) _compute_distances() (evox.algorithms.mo.nsga3.NSGA3 method) _cond_regroup() (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) _conditional_decomposition() (evox.algorithms.so.es_variants.cma_es.CMAES method) _decomposition() (evox.algorithms.so.es_variants.cma_es.CMAES method) _default_vmap_wrap_inputs() (in module evox.utils.op_register) _evaluate() (evox.workflows.std_workflow.StdWorkflow method) _evaluate_brax_record() (evox.problems.neuroevolution.brax.BraxProblem method) _evaluate_mjx_record() (evox.problems.neuroevolution.mujoco_playground.MujocoProblem method) _forward_pass() (evox.problems.neuroevolution.supervised_learning.SupervisedLearningProblem method) _get_data_type() (in module evox.vis_tools.exv) _get_extreme() (evox.algorithms.mo.nsga3.NSGA3 method) _get_extreme_inner() (in module evox.algorithms.mo.nsga3) _get_strategy_ids() (evox.algorithms.so.de_variants.sade.SaDE method) _get_table_row_inner() (in module evox.algorithms.mo.nsga3) _igr_fake() (in module evox.operators.selection.non_dominate) _igr_fake_vmap() (in module evox.operators.selection.non_dominate) _iterative_get_ranks() (in module evox.operators.selection.non_dominate) _iterative_get_ranks_compile() (in module evox.operators.selection.non_dominate) _mating_pool() (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) _no_batch_truncation() (evox.algorithms.mo.rveaa.RVEAa method) _no_decomposition() (evox.algorithms.so.es_variants.cma_es.CMAES method)

_no_rv_adaptation() (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) _register_vmap_level() (in module evox.utils.op_register) _regroup() (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) _rv_adaptation() (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) _rv_regeneration() (evox.algorithms.mo.rveaa.RVEAa method) _select_from_index_by_min_inner() (in module evox.algorithms.mo.nsga3) _select_rand_pbest_vectors() (evox.algorithms.so.de_variants.jade.JaDE method) _single_evaluate() (evox.problems.neuroevolution.supervised_learning.SupervisedLearningProblem method) _step() (evox.workflows.std_workflow.StdWorkflow method) _tree_flatten() (evox.utils.parameters_and_vector.ParamsAndVector method) _tree_unflatten() (evox.utils.parameters_and_vector.ParamsAndVector method) _true_evaluate() (evox.problems.numerical.Ackley method) (evox.problems.numerical.basic.Ackley method) (evox.problems.numerical.basic.Ellipsoid method) (evox.problems.numerical.basic.Griewank method) (evox.problems.numerical.basic.Levy method) (evox.problems.numerical.basic.Rastrigin method) (evox.problems.numerical.basic.Rosenbrock method) (evox.problems.numerical.basic.Schwefel method) (evox.problems.numerical.basic.Sphere method) (evox.problems.numerical.basic.Zakharov method) (evox.problems.numerical.Ellipsoid method) (evox.problems.numerical.Griewank method) (evox.problems.numerical.Rastrigin method) (evox.problems.numerical.Rosenbrock method) (evox.problems.numerical.Schwefel method) (evox.problems.numerical.Sphere method) _update_covariance_matrix() (evox.algorithms.so.es_variants.cma_es.CMAES method) _update_mean() (evox.algorithms.so.es_variants.cma_es.CMAES method) _update_path_c() (evox.algorithms.so.es_variants.cma_es.CMAES method) _update_path_sigma() (evox.algorithms.so.es_variants.cma_es.CMAES method) _update_pop_and_rv() (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) _update_step_size() (evox.algorithms.so.es_variants.cma_es.CMAES method) _update_strategy_1() (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) _update_strategy_2() (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) _vmap_evaluate() (evox.problems.neuroevolution.supervised_learning.SupervisedLearningProblem method) _vmap_forward_pass() (evox.problems.neuroevolution.supervised_learning.SupervisedLearningProblem method) _vmap_get_strategy_ids() (evox.algorithms.so.de_variants.sade.SaDE method) _vmap_iterative_get_ranks() (in module evox.operators.selection.non_dominate) _vmap_iterative_get_ranks_compile() (in module evox.operators.selection.non_dominate) _write_magic_number() (evox.vis_tools.exv.EvoXVisionAdapter method) _write_metedata() (evox.vis_tools.exv.EvoXVisionAdapter method)

A

Ackley (class in evox.problems.numerical) (class in evox.problems.numerical.basic) ackley_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) adam_single_tensor() (in module evox.algorithms.so.es_variants.adam_step)

Algorithm (class in evox.core.components) apd_fn() (in module evox.operators.selection.rvea_selection) ARS (class in evox.algorithms.so.es_variants.ars) ASEBO (class in evox.algorithms.so.es_variants.asebo) aux_history (evox.workflows.eval_monitor.EvalMonitor property) auxiliary_history (evox.workflows.eval_monitor.EvalMonitor property)

B

batched_to_params() (evox.utils.parameters_and_vector.ParamsAndVector method) batched_to_vector() (evox.utils.parameters_and_vector.ParamsAndVector method) bent_cigar_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method)

BraxProblem (class in evox.problems.neuroevolution.brax) buffer_keys (evox.problems.hpo_wrapper.HPOData attribute)

C

cal_hv() (in module evox.algorithms.mo.hype) CEC2022 (class in evox.problems.numerical) (class in evox.problems.numerical.cec2022) cec2022_f1() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f10() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f11() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f12() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f2() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f3() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f4() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f5() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f6() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f7() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method)

cec2022_f8() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cec2022_f9() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) cf_cal() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) clamp() (in module evox.utils.jit_fix_operator) clamp_float() (in module evox.utils.jit_fix_operator) clamp_int() (in module evox.utils.jit_fix_operator) clip() (in module evox.utils.jit_fix_operator) CLPSO (class in evox.algorithms.so.pso_variants.clpso) CMAES (class in evox.algorithms.so.es_variants.cma_es) CoDE (class in evox.algorithms.so.de_variants.code) compile() (in module evox.core.module) compiled_workflow_step (evox.problems.hpo_wrapper.HPOData attribute) crowding_distance() (in module evox.operators.selection.non_dominate) CSO (class in evox.algorithms.so.pso_variants.cso) current2pbest_1_bin (in module evox.algorithms.so.de_variants.code) current2rand_1 (in module evox.algorithms.so.de_variants.code) (in module evox.algorithms.so.de_variants.sade) cut() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method)

D

DE (class in evox.algorithms.so.de_variants.de) DE_arithmetic_recombination() (in module evox.operators.crossover.differential_evolution) DE_binary_crossover() (in module evox.operators.crossover.differential_evolution) DE_differential_sum() (in module evox.operators.crossover.differential_evolution) DE_exponential_crossover() (in module evox.operators.crossover.differential_evolution) DES (class in evox.algorithms.so.es_variants.des) discus_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) DMSPSOEL (class in evox.algorithms.so.pso_variants.dms_pso_el) dominate_relation() (in module evox.operators.selection.non_dominate) DTLZ (class in evox.problems.numerical.dtlz) DTLZ1 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz)

DTLZ2 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz) DTLZ3 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz) DTLZ4 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz) DTLZ5 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz) DTLZ6 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz) DTLZ7 (class in evox.problems.numerical) (class in evox.problems.numerical.dtlz)

E

ellips_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) Ellipsoid (class in evox.problems.numerical) (class in evox.problems.numerical.basic) ellipsoid_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) escaffer6_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) ESMC (class in evox.algorithms.so.es_variants.esmc) eval() (evox.core.module.ModuleBase method) EvalMonitor (class in evox.workflows.eval_monitor) evaluate() (evox.core.components.Algorithm method) (evox.core.components.Problem method) (evox.problems.hpo_wrapper.HPOProblemWrapper method) (evox.problems.neuroevolution.brax.BraxProblem method) (evox.problems.neuroevolution.mujoco_playground.MujocoProblem method) (evox.problems.neuroevolution.supervised_learning.SupervisedLearningProblem method) (evox.problems.numerical.basic.ShiftAffineNumericalProblem method) (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) (evox.problems.numerical.dtlz.DTLZ method) (evox.problems.numerical.dtlz.DTLZ1 method) (evox.problems.numerical.dtlz.DTLZ2 method) (evox.problems.numerical.dtlz.DTLZ3 method) (evox.problems.numerical.dtlz.DTLZ4 method) (evox.problems.numerical.dtlz.DTLZ5 method) (evox.problems.numerical.dtlz.DTLZ6 method) (evox.problems.numerical.dtlz.DTLZ7 method) (evox.problems.numerical.DTLZ1 method) (evox.problems.numerical.DTLZ2 method) (evox.problems.numerical.DTLZ3 method) (evox.problems.numerical.DTLZ4 method) (evox.problems.numerical.DTLZ5 method) (evox.problems.numerical.DTLZ6 method) (evox.problems.numerical.DTLZ7 method) evox module evox.algorithms module evox.algorithms.mo module evox.algorithms.mo.hype module evox.algorithms.mo.moead module evox.algorithms.mo.nsga2 module evox.algorithms.mo.nsga3 module evox.algorithms.mo.rvea module evox.algorithms.mo.rveaa module evox.algorithms.so module evox.algorithms.so.de_variants module evox.algorithms.so.de_variants.code module evox.algorithms.so.de_variants.de module evox.algorithms.so.de_variants.jade module evox.algorithms.so.de_variants.ode module evox.algorithms.so.de_variants.sade module evox.algorithms.so.de_variants.shade module evox.algorithms.so.es_variants module evox.algorithms.so.es_variants.adam_step module evox.algorithms.so.es_variants.ars module evox.algorithms.so.es_variants.asebo module evox.algorithms.so.es_variants.cma_es module evox.algorithms.so.es_variants.des module evox.algorithms.so.es_variants.esmc module evox.algorithms.so.es_variants.guided_es module evox.algorithms.so.es_variants.nes module evox.algorithms.so.es_variants.noise_reuse_es module evox.algorithms.so.es_variants.open_es module evox.algorithms.so.es_variants.persistent_es module evox.algorithms.so.es_variants.snes module evox.algorithms.so.es_variants.sort_utils module evox.algorithms.so.pso_variants module evox.algorithms.so.pso_variants.clpso module evox.algorithms.so.pso_variants.cso module

evox.algorithms.so.pso_variants.dms_pso_el module evox.algorithms.so.pso_variants.fs_pso module evox.algorithms.so.pso_variants.pso module evox.algorithms.so.pso_variants.sl_pso_gs module evox.algorithms.so.pso_variants.sl_pso_us module evox.algorithms.so.pso_variants.utils module evox.core module evox.core.components module evox.core.module module evox.metrics module evox.metrics.gd module evox.metrics.hv module evox.metrics.igd module evox.operators module evox.operators.crossover module evox.operators.crossover.differential_evolution module evox.operators.crossover.sbx module evox.operators.crossover.sbx_half module evox.operators.mutation module evox.operators.mutation.pm_mutation module evox.operators.sampling module evox.operators.sampling.gird module evox.operators.sampling.latin_hypercube module evox.operators.sampling.uniform module evox.operators.selection module evox.operators.selection.find_pbest module evox.operators.selection.non_dominate module evox.operators.selection.rvea_selection module evox.operators.selection.tournament_selection module evox.problems module evox.problems.hpo_wrapper module evox.problems.neuroevolution module evox.problems.neuroevolution.brax module evox.problems.neuroevolution.mujoco_playground module evox.problems.neuroevolution.supervised_learning module evox.problems.neuroevolution.utils module evox.problems.numerical module evox.problems.numerical.basic module evox.problems.numerical.cec2022 module evox.problems.numerical.dtlz module evox.utils module evox.utils.jit_fix_operator module evox.utils.op_register module evox.utils.parameters_and_vector module evox.utils.re_export module evox.vis_tools module evox.vis_tools.exv module evox.vis_tools.plot module evox.workflows module evox.workflows.eval_monitor module evox.workflows.std_workflow module EvoXVisionAdapter (class in evox.vis_tools.exv)

F

final_step() (evox.core.components.Algorithm method) (evox.core.components.Workflow method) (evox.workflows.std_workflow.StdWorkflow method) fit_history (evox.workflows.eval_monitor.EvalMonitor property)

fitness_history (evox.workflows.eval_monitor.EvalMonitor property) flush() (evox.vis_tools.exv.EvoXVisionAdapter method) FnCallable (class in evox.utils.op_register) forward() (evox.utils.parameters_and_vector.ParamsAndVector method) FSPSO (class in evox.algorithms.so.pso_variants.fs_pso)

G

gd() (in module evox.metrics.gd) get_best_fitness() (evox.workflows.eval_monitor.EvalMonitor method) get_best_solution() (evox.workflows.eval_monitor.EvalMonitor method) get_fitness_history() (evox.workflows.eval_monitor.EvalMonitor method) get_init_params() (evox.problems.hpo_wrapper.HPOProblemWrapper method) get_latest_fitness() (evox.workflows.eval_monitor.EvalMonitor method) get_latest_solution() (evox.workflows.eval_monitor.EvalMonitor method) get_params_keys() (evox.problems.hpo_wrapper.HPOProblemWrapper method) get_pf() (evox.workflows.eval_monitor.EvalMonitor method) get_pf_fitness() (evox.workflows.eval_monitor.EvalMonitor method) get_pf_solutions() (evox.workflows.eval_monitor.EvalMonitor method) get_solution_history() (evox.workflows.eval_monitor.EvalMonitor method)

get_submodule() (evox.workflows.std_workflow.StdWorkflow method) get_topk_fitness() (evox.workflows.eval_monitor.EvalMonitor method) get_topk_solutions() (evox.workflows.eval_monitor.EvalMonitor method) get_vmap_model_state_forward() (in module evox.problems.neuroevolution.utils) grid_sampling() (in module evox.operators.sampling.gird) grie_rosen_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) Griewank (class in evox.problems.numerical) (class in evox.problems.numerical.basic) griewank_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) GuidedES (class in evox.algorithms.so.es_variants.guided_es)

H

happycat_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) hgbat_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) HPOData (class in evox.problems.hpo_wrapper)

HPOFitnessMonitor (class in evox.problems.hpo_wrapper) HPOMonitor (class in evox.problems.hpo_wrapper) HPOProblemWrapper (class in evox.problems.hpo_wrapper) hv() (in module evox.metrics.hv) HypE (class in evox.algorithms.mo.hype)

I

igd() (in module evox.metrics.igd) init_state (evox.problems.neuroevolution.utils.ModelStateForwardResult attribute) init_step() (evox.algorithms.mo.hype.HypE method) (evox.algorithms.mo.moead.MOEAD method) (evox.algorithms.mo.nsga2.NSGA2 method) (evox.algorithms.mo.nsga3.NSGA3 method) (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) (evox.algorithms.so.de_variants.de.DE method) (evox.algorithms.so.de_variants.jade.JaDE method) (evox.algorithms.so.de_variants.ode.ODE method) (evox.algorithms.so.pso_variants.clpso.CLPSO method) (evox.algorithms.so.pso_variants.cso.CSO method) (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) (evox.algorithms.so.pso_variants.fs_pso.FSPSO method) (evox.algorithms.so.pso_variants.pso.PSO method) (evox.algorithms.so.pso_variants.sl_pso_gs.SLPSOGS method) (evox.algorithms.so.pso_variants.sl_pso_us.SLPSOUS method) (evox.core.components.Algorithm method) (evox.core.components.Workflow method) (evox.workflows.std_workflow.StdWorkflow method)

J

JaDE (class in evox.algorithms.so.de_variants.jade)

K

katsuura_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method)

L

latin_hypercube_sampling() (in module evox.operators.sampling.latin_hypercube) latin_hypercube_sampling_standard() (in module evox.operators.sampling.latin_hypercube) Levy (class in evox.problems.numerical.basic)

levy_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) (in module evox.problems.numerical.basic) lexsort() (in module evox.utils.jit_fix_operator)

M

maximum() (in module evox.utils.jit_fix_operator) maximum_float() (in module evox.utils.jit_fix_operator) maximum_int() (in module evox.utils.jit_fix_operator) min_by() (in module evox.algorithms.so.pso_variants.utils) minimum() (in module evox.utils.jit_fix_operator) minimum_float() (in module evox.utils.jit_fix_operator) minimum_int() (in module evox.utils.jit_fix_operator) ModelStateForwardResult (class in evox.problems.neuroevolution.utils) modified_schwefel_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) module evox evox.algorithms evox.algorithms.mo evox.algorithms.mo.hype evox.algorithms.mo.moead evox.algorithms.mo.nsga2 evox.algorithms.mo.nsga3 evox.algorithms.mo.rvea evox.algorithms.mo.rveaa evox.algorithms.so evox.algorithms.so.de_variants evox.algorithms.so.de_variants.code evox.algorithms.so.de_variants.de evox.algorithms.so.de_variants.jade evox.algorithms.so.de_variants.ode evox.algorithms.so.de_variants.sade evox.algorithms.so.de_variants.shade evox.algorithms.so.es_variants evox.algorithms.so.es_variants.adam_step evox.algorithms.so.es_variants.ars evox.algorithms.so.es_variants.asebo evox.algorithms.so.es_variants.cma_es evox.algorithms.so.es_variants.des evox.algorithms.so.es_variants.esmc evox.algorithms.so.es_variants.guided_es evox.algorithms.so.es_variants.nes evox.algorithms.so.es_variants.noise_reuse_es evox.algorithms.so.es_variants.open_es evox.algorithms.so.es_variants.persistent_es evox.algorithms.so.es_variants.snes evox.algorithms.so.es_variants.sort_utils evox.algorithms.so.pso_variants evox.algorithms.so.pso_variants.clpso evox.algorithms.so.pso_variants.cso evox.algorithms.so.pso_variants.dms_pso_el evox.algorithms.so.pso_variants.fs_pso evox.algorithms.so.pso_variants.pso evox.algorithms.so.pso_variants.sl_pso_gs evox.algorithms.so.pso_variants.sl_pso_us evox.algorithms.so.pso_variants.utils evox.core evox.core.components evox.core.module evox.metrics evox.metrics.gd evox.metrics.hv evox.metrics.igd evox.operators evox.operators.crossover evox.operators.crossover.differential_evolution evox.operators.crossover.sbx evox.operators.crossover.sbx_half evox.operators.mutation evox.operators.mutation.pm_mutation evox.operators.sampling evox.operators.sampling.gird evox.operators.sampling.latin_hypercube evox.operators.sampling.uniform evox.operators.selection evox.operators.selection.find_pbest evox.operators.selection.non_dominate evox.operators.selection.rvea_selection evox.operators.selection.tournament_selection evox.problems evox.problems.hpo_wrapper evox.problems.neuroevolution evox.problems.neuroevolution.brax evox.problems.neuroevolution.mujoco_playground evox.problems.neuroevolution.supervised_learning evox.problems.neuroevolution.utils evox.problems.numerical evox.problems.numerical.basic evox.problems.numerical.cec2022 evox.problems.numerical.dtlz evox.utils evox.utils.jit_fix_operator evox.utils.op_register evox.utils.parameters_and_vector evox.utils.re_export evox.vis_tools evox.vis_tools.exv evox.vis_tools.plot evox.workflows evox.workflows.eval_monitor evox.workflows.std_workflow

ModuleBase (class in evox.core.module) MOEAD (class in evox.algorithms.mo.moead) Monitor (class in evox.core.components) MujocoProblem (class in evox.problems.neuroevolution.mujoco_playground) Mutable() (in module evox.core.module)

N

nanmax() (in module evox.utils.jit_fix_operator) nanmin() (in module evox.utils.jit_fix_operator) nd_environmental_selection() (in module evox.operators.selection.non_dominate) new_exv_metadata() (in module evox.vis_tools.exv)

NoiseReuseES (class in evox.algorithms.so.es_variants.noise_reuse_es) non_dominate_rank() (in module evox.operators.selection.non_dominate) NSGA2 (class in evox.algorithms.mo.nsga2) NSGA3 (class in evox.algorithms.mo.nsga3)

O

ODE (class in evox.algorithms.so.de_variants.ode)

OpenES (class in evox.algorithms.so.es_variants.open_es)

P

Parameter() (in module evox.core.module) ParamsAndVector (class in evox.utils.parameters_and_vector) pbi() (in module evox.algorithms.mo.moead) PersistentES (class in evox.algorithms.so.es_variants.persistent_es) pf() (evox.problems.numerical.dtlz.DTLZ method) (evox.problems.numerical.dtlz.DTLZ2 method) (evox.problems.numerical.dtlz.DTLZ5 method) (evox.problems.numerical.dtlz.DTLZ6 method) (evox.problems.numerical.dtlz.DTLZ7 method) (evox.problems.numerical.DTLZ2 method) (evox.problems.numerical.DTLZ5 method) (evox.problems.numerical.DTLZ6 method) (evox.problems.numerical.DTLZ7 method) plot() (evox.workflows.eval_monitor.EvalMonitor method) plot_dec_space() (in module evox.vis_tools.plot)

plot_obj_space_1d() (in module evox.vis_tools.plot) plot_obj_space_1d_animation() (in module evox.vis_tools.plot) plot_obj_space_1d_no_animation() (in module evox.vis_tools.plot) plot_obj_space_2d() (in module evox.vis_tools.plot) plot_obj_space_3d() (in module evox.vis_tools.plot) polynomial_mutation() (in module evox.operators.mutation.pm_mutation) post_ask() (evox.core.components.Monitor method) (evox.workflows.eval_monitor.EvalMonitor method) post_eval() (evox.core.components.Monitor method) pre_eval() (evox.core.components.Monitor method) pre_tell() (evox.core.components.Monitor method) (evox.problems.hpo_wrapper.HPOFitnessMonitor method) (evox.workflows.eval_monitor.EvalMonitor method) Problem (class in evox.core.components) PSO (class in evox.algorithms.so.pso_variants.pso)

R

rand2best_2_bin (in module evox.algorithms.so.de_variants.code) (in module evox.algorithms.so.de_variants.sade) rand_1_bin (in module evox.algorithms.so.de_variants.code) (in module evox.algorithms.so.de_variants.sade) rand_2_bin (in module evox.algorithms.so.de_variants.code) (in module evox.algorithms.so.de_variants.sade) randint() (in module evox.utils.jit_fix_operator) random_select_from_mask() (in module evox.algorithms.so.pso_variants.utils) Rastrigin (class in evox.problems.numerical) (class in evox.problems.numerical.basic) rastrigin_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) record_auxiliary() (evox.core.components.Monitor method) (evox.workflows.eval_monitor.EvalMonitor method) record_history() (evox.workflows.eval_monitor.EvalMonitor method) record_step() (evox.algorithms.so.es_variants.ars.ARS method) (evox.algorithms.so.es_variants.asebo.ASEBO method) (evox.algorithms.so.es_variants.cma_es.CMAES method) (evox.algorithms.so.es_variants.des.DES method) (evox.algorithms.so.es_variants.esmc.ESMC method) (evox.algorithms.so.es_variants.guided_es.GuidedES method) (evox.algorithms.so.es_variants.nes.SeparableNES method) (evox.algorithms.so.es_variants.nes.XNES method) (evox.algorithms.so.es_variants.noise_reuse_es.NoiseReuseES method) (evox.algorithms.so.es_variants.open_es.OpenES method) (evox.algorithms.so.es_variants.persistent_es.PersistentES method) (evox.algorithms.so.es_variants.snes.SNES method) (evox.core.components.Algorithm method)

ref_vec_guided() (in module evox.operators.selection.rvea_selection) register_vmap_op() (in module evox.utils.op_register) Rosenbrock (class in evox.problems.numerical) (class in evox.problems.numerical.basic) rosenbrock_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) rotate() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) RVEA (class in evox.algorithms.mo.rvea) RVEAa (class in evox.algorithms.mo.rveaa)

S

SaDE (class in evox.algorithms.so.de_variants.sade) schaffer_F7_func() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) Schwefel (class in evox.problems.numerical) (class in evox.problems.numerical.basic) schwefel_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) select_rand_pbest() (in module evox.operators.selection.find_pbest) SeparableNES (class in evox.algorithms.so.es_variants.nes) set_config() (evox.core.components.Monitor method) (evox.workflows.eval_monitor.EvalMonitor method) set_metadata() (evox.vis_tools.exv.EvoXVisionAdapter method) SHADE (class in evox.algorithms.so.de_variants.shade) shift() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) ShiftAffineNumericalProblem (class in evox.problems.numerical.basic) simulated_binary() (in module evox.operators.crossover.sbx) simulated_binary_half() (in module evox.operators.crossover.sbx_half) SLPSOGS (class in evox.algorithms.so.pso_variants.sl_pso_gs) SLPSOUS (class in evox.algorithms.so.pso_variants.sl_pso_us) SNES (class in evox.algorithms.so.es_variants.snes) sol_history (evox.workflows.eval_monitor.EvalMonitor property) solution_history (evox.workflows.eval_monitor.EvalMonitor property) sort_by_key() (in module evox.algorithms.so.es_variants.sort_utils) Sphere (class in evox.problems.numerical) (class in evox.problems.numerical.basic) sphere_func() (in module evox.problems.numerical) (in module evox.problems.numerical.basic) sr_func_rate() (evox.problems.numerical.CEC2022 method) (evox.problems.numerical.cec2022.CEC2022 method) state_forward (evox.problems.neuroevolution.utils.ModelStateForwardResult attribute) state_keys (evox.problems.hpo_wrapper.HPOData attribute) StdWorkflow (class in evox.workflows.std_workflow) step() (evox.algorithms.mo.hype.HypE method) (evox.algorithms.mo.moead.MOEAD method) (evox.algorithms.mo.nsga2.NSGA2 method) (evox.algorithms.mo.nsga3.NSGA3 method) (evox.algorithms.mo.rvea.RVEA method) (evox.algorithms.mo.rveaa.RVEAa method) (evox.algorithms.so.de_variants.code.CoDE method) (evox.algorithms.so.de_variants.de.DE method) (evox.algorithms.so.de_variants.jade.JaDE method) (evox.algorithms.so.de_variants.ode.ODE method) (evox.algorithms.so.de_variants.sade.SaDE method) (evox.algorithms.so.de_variants.shade.SHADE method) (evox.algorithms.so.es_variants.ars.ARS method) (evox.algorithms.so.es_variants.asebo.ASEBO method) (evox.algorithms.so.es_variants.cma_es.CMAES method) (evox.algorithms.so.es_variants.des.DES method) (evox.algorithms.so.es_variants.esmc.ESMC method) (evox.algorithms.so.es_variants.guided_es.GuidedES method) (evox.algorithms.so.es_variants.nes.SeparableNES method) (evox.algorithms.so.es_variants.nes.XNES method) (evox.algorithms.so.es_variants.noise_reuse_es.NoiseReuseES method) (evox.algorithms.so.es_variants.open_es.OpenES method) (evox.algorithms.so.es_variants.persistent_es.PersistentES method) (evox.algorithms.so.es_variants.snes.SNES method) (evox.algorithms.so.pso_variants.clpso.CLPSO method) (evox.algorithms.so.pso_variants.cso.CSO method) (evox.algorithms.so.pso_variants.dms_pso_el.DMSPSOEL method) (evox.algorithms.so.pso_variants.fs_pso.FSPSO method) (evox.algorithms.so.pso_variants.pso.PSO method) (evox.algorithms.so.pso_variants.sl_pso_gs.SLPSOGS method) (evox.algorithms.so.pso_variants.sl_pso_us.SLPSOUS method) (evox.core.components.Algorithm method) (evox.core.components.Workflow method) (evox.workflows.std_workflow.StdWorkflow method)

SupervisedLearningProblem (class in evox.problems.neuroevolution.supervised_learning) switch() (in module evox.utils.jit_fix_operator)

T

T (in module evox.utils.op_register) tell_fitness() (evox.problems.hpo_wrapper.HPOFitnessMonitor method) (evox.problems.hpo_wrapper.HPOMonitor method) to_params() (evox.utils.parameters_and_vector.ParamsAndVector method)

to_vector() (evox.utils.parameters_and_vector.ParamsAndVector method) tournament_selection() (in module evox.operators.selection.tournament_selection) tournament_selection_multifit() (in module evox.operators.selection.tournament_selection) TransformGetSetItemToIndex (class in evox.core.module)

U

uniform_sampling() (in module evox.operators.sampling.uniform)

update_dc_and_rank() (in module evox.operators.selection.non_dominate) use_state() (in module evox.core.module)

V

visualize() (evox.problems.neuroevolution.brax.BraxProblem method) (evox.problems.neuroevolution.mujoco_playground.MujocoProblem method) vmap() (in module evox.core.module) vmap_get_extreme (in module evox.algorithms.mo.nsga3)

vmap_get_table_row (in module evox.algorithms.mo.nsga3) vmap_select_from_index_by_min (in module evox.algorithms.mo.nsga3) VmapFnCallable (class in evox.utils.op_register) VmapWrapInputsCallable (class in evox.utils.op_register)

W

Workflow (class in evox.core.components) workflow_step (evox.problems.hpo_wrapper.HPOData attribute)

write() (evox.vis_tools.exv.EvoXVisionAdapter method) write_header() (evox.vis_tools.exv.EvoXVisionAdapter method)

X

XNES (class in evox.algorithms.so.es_variants.nes)

Z

Zakharov (class in evox.problems.numerical.basic)

zakharov_func() (in module evox.problems.numerical.basic)