Getting Started
User Guide
benchmark_func
population
operators
metaheuristic
hyperheuristic
experiment
tools
machine_learning
characterisation
visualisation
API Reference
Ackley1
Ackley1.get_func_val()
Ackley4
Ackley4.get_func_val()
Alpine1
Alpine1.get_func_val()
Alpine2
Alpine2.get_func_val()
Bohachevsky
Bohachevsky.get_func_val()
Brent
Brent.get_func_val()
Brown
Brown.get_func_val()
CarromTable
CarromTable.get_func_val()
ChungReynolds
ChungReynolds.get_func_val()
Cigar
Cigar.get_func_val()
CosineMixture
CosineMixture.get_func_val()
CrossInTray
CrossInTray.get_func_val()
CrossLegTable
CrossLegTable.get_func_val()
CrownedCross
CrownedCross.get_func_val()
Csendes
Csendes.get_func_val()
Deb1
Deb1.get_func_val()
Deb2
Deb2.get_func_val()
DeflectedCorrugatedSpring
DeflectedCorrugatedSpring.get_func_val()
DixonPrice
DixonPrice.get_func_val()
DropWave
DropWave.get_func_val()
EggHolder
EggHolder.get_func_val()
Ellipsoid
Ellipsoid.get_func_val()
ExpandedDecreasingMinima
ExpandedDecreasingMinima.get_func_val()
ExpandedEqualMinima
ExpandedEqualMinima.get_func_val()
ExpandedFiveUnevenPeakTrap
ExpandedFiveUnevenPeakTrap.get_func_val()
ExpandedTwoPeakTrap
ExpandedTwoPeakTrap.get_func_val()
ExpandedUnevenMinima
ExpandedUnevenMinima.get_func_val()
Exponential
Exponential.get_func_val()
F2
F2.l_values
F2.get_func_val()
Giunta
Giunta.get_func_val()
Griewank
Griewank.get_func_val()
HappyCat
HappyCat.get_func_val()
HyperEllipsoid
HyperEllipsoid.get_func_val()
InvertedCosineWave
InvertedCosineWave.get_func_val()
JennrichSampson
JennrichSampson.get_func_val()
KTablet
KTablet.get_func_val()
Katsuura
Katsuura.get_func_val()
Levy
Levy.get_func_val()
LunacekN01
LunacekN01.get_func_val()
LunacekN02
LunacekN02.get_func_val()
Michalewicz
Michalewicz.approximated_optima
Michalewicz.get_func_val()
Mishra1
Mishra1.get_func_val()
Mishra2
Mishra2.get_func_val()
Mishra7
Mishra7.get_func_val()
Mishra11
Mishra11.get_func_val()
ModifiedVincent
ModifiedVincent.get_func_val()
NeedleEye
NeedleEye.get_func_val()
Pathological
Pathological.get_func_val()
Periodic
Periodic.get_func_val()
Perm01
Perm01.get_func_val()
Perm02
Perm02.get_func_val()
Pinter
Pinter.get_func_val()
PowellSum
PowellSum.get_func_val()
Price01
Price01.get_func_val()
Qing
Qing.get_func_val()
Quartic
Quartic.get_func_val()
Quintic
Quintic.get_func_val()
Rana
Rana.get_func_val()
Rastrigin
Rastrigin.get_func_val()
Ridge
Ridge.get_func_val()
Rosenbrock
Rosenbrock.get_func_val()
RotatedHyperEllipsoid
RotatedHyperEllipsoid.get_func_val()
Salomon
Salomon.get_func_val()
Sargan
Sargan.get_func_val()
SchafferN1
SchafferN1.get_func_val()
SchafferN2
SchafferN2.get_func_val()
SchafferN3
SchafferN3.get_func_val()
SchafferN4
SchafferN4.get_func_val()
SchafferN6
SchafferN6.get_func_val()
Schubert
Schubert.get_func_val()
Schubert3
Schubert3.get_func_val()
Schubert4
Schubert4.get_func_val()
SchumerSteiglitz
SchumerSteiglitz.get_func_val()
Schwefel
Schwefel.get_func_val()
Schwefel12
Schwefel12.get_func_val()
Schwefel204
Schwefel204.get_func_val()
Schwefel220
Schwefel220.get_func_val()
Schwefel221
Schwefel221.get_func_val()
Schwefel222
Schwefel222.get_func_val()
Schwefel223
Schwefel223.get_func_val()
Schwefel225
Schwefel225.get_func_val()
Schwefel226
Schwefel226.get_func_val()
Sphere
Sphere.get_func_val()
Step
Step.get_func_val()
Step2
Step2.get_func_val()
Step3
Step3.get_func_val()
StepInt
StepInt.get_func_val()
Stochastic
Stochastic.get_func_val()
StrechedVSineWave
StrechedVSineWave.get_func_val()
StyblinskiTang
StyblinskiTang.get_func_val()
SumSquares
SumSquares.get_func_val()
Trid
Trid.get_func_val()
Trigonometric1
Trigonometric1.get_func_val()
Trigonometric2
Trigonometric2.get_func_val()
TypeI
TypeI.get_func_val()
TypeII
TypeII.get_func_val()
Vincent
Vincent.get_func_val()
WWavy
WWavy.get_func_val()
Weierstrass
Weierstrass.get_func_val()
Whitley
Whitley.get_func_val()
XinSheYang1
XinSheYang1.get_func_val()
XinSheYang2
XinSheYang2.get_func_val()
XinSheYang3
XinSheYang3.get_func_val()
XinSheYang4
XinSheYang4.get_func_val()
YaoLiu09
YaoLiu09.get_func_val()
Zakharov
Zakharov.get_func_val()
ZeroSum
ZeroSum.get_func_val()
CEC2005
CEC2005.get_func_val()
CEC2005.get_formatted_problem()
Population
Population.iteration
Population.metropolis_temperature
Population.metropolis_rate
Population.metropolis_boltzmann
Population.probability_selection
Population.__init__()
Population.positions
Population.get_state()
Population.get_positions()
Population.set_positions()
Population.revert_positions()
Population.update_positions()
Population.evaluate_fitness()
Population.initialise_positions()
Population.rescale_back()
local_random_walk()
random_search()
random_sample()
random_flight()
differential_mutation()
firefly_dynamic()
swarm_dynamic()
gravitational_search()
central_force_dynamic()
spiral_dynamic()
genetic_mutation()
genetic_crossover()
linear_system()
Metaheuristic
Metaheuristic.__init__()
Metaheuristic.apply_initialiser()
Metaheuristic.apply_search_operator()
Metaheuristic.run()
Metaheuristic.set_finalisation_conditions()
Metaheuristic.finaliser()
Metaheuristic.get_solution()
Metaheuristic.reset_historicals()
Metaheuristic.update_historicals()
Hyperheuristic
Hyperheuristic.__init__()
Hyperheuristic.toggle_seq_as_meta()
Hyperheuristic.get_operators()
Hyperheuristic.solve()
Hyperheuristic.evaluate_candidate_solution()
Hyperheuristic.brute_force()
Hyperheuristic.basic_metaheuristics()
Hyperheuristic.get_performance()
Hyperheuristic.get_statistics()
HyperheuristicError
Experiment
Experiment.__init__()
Experiment.run()
ExperimentError
read_config_file()
create_task_list()
printmsk()
listfind()
revise_results()
read_folder_files()
preprocess_files()
df2dict()
check_fields()
save_json()
read_json()
merge_json()
NumpyEncoder
NumpyEncoder.default()
obtain_sample_weight()
DatasetSequences
DatasetSequences.__init__()
DatasetSequences.apply_one_hot_encoding()
DatasetSequences.obtain_dataset()
retrieve_model_info()
Encoder
Encoder.encode()
ModelPredictorKeras
ModelPredictorKeras.fit()
ModelPredictorKeras.predict()
ModelPredictorKeras.load()
ModelPredictorKeras.save()
ModelPredictor()
Characteriser
Characteriser.initialise()
Characteriser.length_scale()
CharacteriserError
show_performance_overview()
Project
This section contains automatically generated documentation for every public module in the CUSTOMHyS package.