Index

_

__init__() (AdaptiveTDRule method) (BasalGangliaSelector method) (BoundedValueModel method) (CentralForce method) (ConservativeTDRule method) (CoordinateDescent method) (CovarianceAdaptation method) (DecayingTDRule method) (DifferentialEvolution method) (EligibilityTraceManager method) (ExploitationOperator method) (ExplorationOperator method) (FireflyAlgorithm method) (GeneticCrossover method) (GeneticMutation method) (GravitationalSearch method) (LevyFlight method) (LinearValueModel method) (LocalRandomWalk method) (NeuromorphicExploitationEnsemble method) (NeuromorphicExplorationEnsemble method) (NEVOptimiser method) (Operator method) (ParticleSwarm method) (RandomEmbedding method) (RandomSearch method) (SimulatedAnnealing method) (SpiralOptimisation method) (StateFeatures method) (TabuSearch method) (TemporalDifferenceLearner method) (UtilityFunction method)

A

adapt_bounds() (BoundedValueModel method)

AdaptiveTDRule (class in nevo.core.td_learning)

B

BasalGangliaSelector (class in nevo.core.basal_ganglia) begin_episode() (BasalGangliaSelector method) (TemporalDifferenceLearner method) BoundedValueModel (class in nevo.core.td_learning)

build_model() (NEVOptimiser method) build_network() (BasalGangliaSelector method) (NeuromorphicExploitationEnsemble method) (NeuromorphicExplorationEnsemble method)

C

CentralForce (class in nevo.operators.standard) compute() (StateFeatures method) (UtilityFunction method) compute_fitness_weighted_centre() (in module nevo.core.state) compute_update() (AdaptiveTDRule method) (ConservativeTDRule method) (DecayingTDRule method) (LearningRule method) (SimpleTDRule method)

ConservativeTDRule (class in nevo.core.td_learning) CoordinateDescent (class in nevo.operators.standard) CovarianceAdaptation (class in nevo.operators.standard)

D

DecayingTDRule (class in nevo.core.td_learning)

DifferentialEvolution (class in nevo.operators.standard)

E

EligibilityTraceManager (class in nevo.core.td_learning) end_episode() (BasalGangliaSelector method)

evaluate() (NEVOptimiser method) ExploitationOperator (class in nevo.operators.base) ExplorationOperator (class in nevo.operators.base)

F

FireflyAlgorithm (class in nevo.operators.standard)

G

generate_particle_svg() (in module nevo.utils.visualisation) generate_population() (CentralForce method) (CoordinateDescent method) (CovarianceAdaptation method) (DifferentialEvolution method) (FireflyAlgorithm method) (GeneticCrossover method) (GeneticMutation method) (GravitationalSearch method) (LevyFlight method) (LocalRandomWalk method) (NeuromorphicExploitationEnsemble method) (NeuromorphicExplorationEnsemble method) (Operator method) (ParticleSwarm method) (RandomEmbedding method) (RandomSearch method) (SimulatedAnnealing method) (SpiralOptimisation method) (TabuSearch method)

GeneticCrossover (class in nevo.operators.standard) GeneticMutation (class in nevo.operators.standard) get_best_solution() (NEVOptimiser method) get_operator() (in module nevo.operators) get_parameters() (Operator method) get_statistics() (NEVOptimiser method) (TemporalDifferenceLearner method) get_td_statistics() (BasalGangliaSelector method) get_td_values() (BasalGangliaSelector method) get_traces() (EligibilityTraceManager method) get_utility_weights() (BasalGangliaSelector method) get_value() (BoundedValueModel method) (LinearValueModel method) (TemporalDifferenceLearner method) (ValueModel method) get_values() (TemporalDifferenceLearner method) get_values_array() (BoundedValueModel method) (LinearValueModel method) (ValueModel method) GravitationalSearch (class in nevo.operators.standard)

L

LearningRule (class in nevo.core.td_learning) LevyFlight (class in nevo.operators.standard)

LinearValueModel (class in nevo.core.td_learning) list_operators() (in module nevo.operators) LocalRandomWalk (class in nevo.operators.standard)

M

module nevo.core.basal_ganglia nevo.core.optimiser nevo.core.state nevo.core.td_learning nevo.operators nevo.operators.base nevo.operators.standard nevo.utils.visualisation

N

NeuromorphicExploitationEnsemble (class in nevo.operators.standard) NeuromorphicExplorationEnsemble (class in nevo.operators.standard) nevo.core.basal_ganglia module nevo.core.optimiser module nevo.core.state module nevo.core.td_learning module

nevo.operators module nevo.operators.base module nevo.operators.standard module nevo.utils.visualisation module NEVOptimiser (class in nevo.core.optimiser)

O

Operator (class in nevo.operators.base)

P

ParticleSwarm (class in nevo.operators.standard) plot_operator_statistics() (in module nevo.utils.visualisation)

plot_optimisation_results() (in module nevo.utils.visualisation) print_results() (NEVOptimiser method)

R

RandomEmbedding (class in nevo.operators.standard) RandomSearch (class in nevo.operators.standard) reset() (AdaptiveTDRule method) (BoundedValueModel method) (ConservativeTDRule method) (DecayingTDRule method) (EligibilityTraceManager method) (LearningRule method) (LinearValueModel method) (SimpleTDRule method) (StateFeatures method) (ValueModel method)

reset_statistics() (Operator method) reset_td_episode() (NEVOptimiser method) reset_td_learning() (BasalGangliaSelector method) reset_temperature() (SimulatedAnnealing method) reset_values() (TemporalDifferenceLearner method) run() (NEVOptimiser method)

S

select_operator() (BasalGangliaSelector method) set_lambda() (EligibilityTraceManager method) (TemporalDifferenceLearner method) set_learning_rate() (TemporalDifferenceLearner method) set_learning_rule() (BasalGangliaSelector method) set_td_lambda() (BasalGangliaSelector method) (NEVOptimiser method) set_td_learning_rule() (NEVOptimiser method) set_td_value_model() (NEVOptimiser method)

set_value() (BoundedValueModel method) (LinearValueModel method) (ValueModel method) set_value_model() (BasalGangliaSelector method) setup_plotting_style() (in module nevo.utils.visualisation) SimpleTDRule (class in nevo.core.td_learning) SimulatedAnnealing (class in nevo.operators.standard) SpiralOptimisation (class in nevo.operators.standard) StateFeatures (class in nevo.core.state)

T

TabuSearch (class in nevo.operators.standard)

TemporalDifferenceLearner (class in nevo.core.td_learning) trs2o() (in module nevo.core.optimiser)

U

update() (BoundedValueModel method) (LinearValueModel method) (TemporalDifferenceLearner method) (ValueModel method) update_improvement_history() (StateFeatures method) update_memory() (NEVOptimiser method) update_statistics() (Operator method) update_trace() (EligibilityTraceManager method) update_weight() (UtilityFunction method) utility_central_force() (in module nevo.core.basal_ganglia) utility_differential_evolution() (in module nevo.core.basal_ganglia) utility_firefly() (in module nevo.core.basal_ganglia) utility_genetic_crossover() (in module nevo.core.basal_ganglia)

utility_genetic_mutation() (in module nevo.core.basal_ganglia) utility_gravitational_search() (in module nevo.core.basal_ganglia) utility_harmony_search() (in module nevo.core.basal_ganglia) utility_levy_flight() (in module nevo.core.basal_ganglia) utility_local_random_walk() (in module nevo.core.basal_ganglia) utility_neuromorphic_exploitation() (in module nevo.core.basal_ganglia) utility_neuromorphic_exploration() (in module nevo.core.basal_ganglia) utility_particle_swarm() (in module nevo.core.basal_ganglia) utility_random_search() (in module nevo.core.basal_ganglia) utility_simulated_annealing() (in module nevo.core.basal_ganglia) utility_spiral() (in module nevo.core.basal_ganglia) utility_tabu_search() (in module nevo.core.basal_ganglia) UtilityFunction (class in nevo.core.basal_ganglia)

V

ValueModel (class in nevo.core.td_learning)