LEAP: Library for Evolutionary Algorithms in Python
latest
Contents:
Quickstart Guide
LEAP Concepts
Prebuilt Algorithms
Building New Algorithms
Distributed LEAP
Multiobjective Optimization
Cookbook
Common Problems
Roadmap
API
References
LEAP: Library for Evolutionary Algorithms in Python
Index
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Index
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A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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W
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Z
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__init__() (leap_ec.binary_rep.decoders.BinaryToIntDecoder method)
(leap_ec.binary_rep.decoders.BinaryToIntGreyDecoder method)
(leap_ec.binary_rep.decoders.BinaryToRealDecoder method)
(leap_ec.binary_rep.decoders.BinaryToRealDecoderCommon method)
(leap_ec.binary_rep.decoders.BinaryToRealGreyDecoder method)
(leap_ec.decoder.Decoder method)
(leap_ec.decoder.IdentityDecoder method)
(leap_ec.individual.Individual method)
(leap_ec.individual.RobustIndividual method)
(leap_ec.individual.WholeEvaluatedIndividual method)
A
AckleyProblem (class in leap_ec.real_rep.problems)
action_bounds (leap_ec.executable_rep.rules.PittRulesDecoder property)
actions (leap_ec.executable_rep.rules.Rule property)
add_segment() (in module leap_ec.segmented_rep.ops)
AlternatingProblem (class in leap_ec.problem)
apply() (leap_ec.contrib.transfer.sequential.PopulationSeedingRepertoire method)
(leap_ec.contrib.transfer.sequential.Repertoire method)
apply_hard_bounds() (in module leap_ec.real_rep.ops)
apply_mutation() (in module leap_ec.segmented_rep.ops)
ArgmaxExecutable (class in leap_ec.executable_rep.executable)
AverageFitnessProblem (class in leap_ec.problem)
B
BinaryToIntDecoder (class in leap_ec.binary_rep.decoders)
BinaryToIntGreyDecoder (class in leap_ec.binary_rep.decoders)
BinaryToRealDecoder (class in leap_ec.binary_rep.decoders)
BinaryToRealDecoderCommon (class in leap_ec.binary_rep.decoders)
BinaryToRealGreyDecoder (class in leap_ec.binary_rep.decoders)
birth_brander() (in module leap_ec.util)
birth_id (leap_ec.distrib.individual.DistributedIndividual attribute)
bounds (leap_ec.multiobjective.problems.ZDT1Problem property)
(leap_ec.multiobjective.problems.ZDT2Problem property)
(leap_ec.multiobjective.problems.ZDT3Problem property)
(leap_ec.multiobjective.problems.ZDT4Problem property)
(leap_ec.multiobjective.problems.ZDT5Problem property)
(leap_ec.multiobjective.problems.ZDT6Problem property)
(leap_ec.multiobjective.problems.ZDTBenchmarkProblem property)
(leap_ec.problem.ConstantProblem attribute)
(leap_ec.real_rep.problems.AckleyProblem attribute)
(leap_ec.real_rep.problems.CosineFamilyProblem attribute)
(leap_ec.real_rep.problems.GaussianProblem attribute)
(leap_ec.real_rep.problems.GriewankProblem attribute)
(leap_ec.real_rep.problems.LangermannProblem attribute)
(leap_ec.real_rep.problems.LunacekProblem attribute)
(leap_ec.real_rep.problems.NoisyQuarticProblem attribute)
(leap_ec.real_rep.problems.RastriginProblem attribute)
(leap_ec.real_rep.problems.RosenbrockProblem attribute)
(leap_ec.real_rep.problems.SchwefelProblem attribute)
(leap_ec.real_rep.problems.ShekelProblem attribute)
(leap_ec.real_rep.problems.SpheroidProblem attribute)
(leap_ec.real_rep.problems.StepProblem attribute)
(leap_ec.real_rep.problems.WeierstrassProblem attribute)
bounds() (leap_ec.executable_rep.rules.PittRulesDecoder method)
build_repertoire() (leap_ec.contrib.transfer.sequential.PopulationSeedingRepertoire method)
(leap_ec.contrib.transfer.sequential.Repertoire method)
C
clone() (in module leap_ec.ops)
(leap_ec.distrib.individual.DistributedIndividual method)
(leap_ec.individual.Individual method)
compute_expected_probability() (in module leap_ec.ops)
compute_population_values() (in module leap_ec.ops)
concat_combine() (in module leap_ec.ops)
(in module leap_ec.problem)
condition_bounds (leap_ec.executable_rep.rules.PittRulesDecoder property)
conditions (leap_ec.executable_rep.rules.Rule property)
const_evaluate() (in module leap_ec.ops)
ConstantProblem (class in leap_ec.problem)
CooperativeEvaluate (class in leap_ec.ops)
CooperativeProblem (class in leap_ec.problem)
copy_segment() (in module leap_ec.segmented_rep.ops)
CosineFamilyProblem (class in leap_ec.real_rep.problems)
create_binary_sequence() (in module leap_ec.binary_rep.initializers)
create_individual() (leap_ec.representation.Representation method)
create_int_vector() (in module leap_ec.int_rep.initializers)
create_population() (leap_ec.individual.Individual class method)
(leap_ec.representation.Representation method)
create_real_vector() (in module leap_ec.real_rep.initializers)
create_segmented_sequence() (in module leap_ec.segmented_rep.initializers)
Crossover (class in leap_ec.ops)
crowding_distance_calc() (in module leap_ec.multiobjective.ops)
cyclic_selection() (in module leap_ec.ops)
D
DeceptiveTrap (class in leap_ec.binary_rep.problems)
decode() (leap_ec.binary_rep.decoders.BinaryToIntDecoder method)
(leap_ec.binary_rep.decoders.BinaryToIntGreyDecoder method)
(leap_ec.binary_rep.decoders.BinaryToRealDecoderCommon method)
(leap_ec.decoder.Decoder method)
(leap_ec.decoder.IdentityDecoder method)
(leap_ec.executable_rep.executable.WrapperDecoder method)
(leap_ec.executable_rep.rules.PittRulesDecoder method)
(leap_ec.individual.Individual method)
(leap_ec.segmented_rep.decoders.SegmentedDecoder method)
Decoder (class in leap_ec.decoder)
default_a (leap_ec.real_rep.problems.LangermannProblem attribute)
dimensions (leap_ec.real_rep.problems.QuadraticFamilyProblem property)
DistributedIndividual (class in leap_ec.distrib.individual)
E
elitist_survival() (in module leap_ec.ops)
EnvironmentProblem (class in leap_ec.executable_rep.problems)
equivalent() (leap_ec.multiobjective.problems.MultiObjectiveProblem method)
(leap_ec.problem.AlternatingProblem method)
(leap_ec.problem.AverageFitnessProblem method)
(leap_ec.problem.CooperativeProblem method)
(leap_ec.problem.Problem method)
(leap_ec.problem.ScalarProblem method)
evaluate() (in module leap_ec.ops)
(leap_ec.binary_rep.problems.DeceptiveTrap method)
(leap_ec.binary_rep.problems.ImageProblem method)
(leap_ec.binary_rep.problems.LeadingOnes method)
(leap_ec.binary_rep.problems.MaxOnes method)
(leap_ec.binary_rep.problems.TwoMax method)
(leap_ec.executable_rep.problems.EnvironmentProblem method)
(leap_ec.executable_rep.problems.ImageXYProblem method)
(leap_ec.executable_rep.problems.TruthTableProblem method)
(leap_ec.individual.Individual method)
(leap_ec.individual.RobustIndividual method)
(leap_ec.multiobjective.problems.SCHProblem method)
(leap_ec.multiobjective.problems.ZDT1Problem method)
(leap_ec.multiobjective.problems.ZDT2Problem method)
(leap_ec.multiobjective.problems.ZDT3Problem method)
(leap_ec.multiobjective.problems.ZDT4Problem method)
(leap_ec.multiobjective.problems.ZDT5Problem method)
(leap_ec.multiobjective.problems.ZDT6Problem method)
(leap_ec.problem.AlternatingProblem method)
(leap_ec.problem.AverageFitnessProblem method)
(leap_ec.problem.ConstantProblem method)
(leap_ec.problem.CooperativeProblem method)
(leap_ec.problem.ExternalProcessProblem method)
(leap_ec.problem.FitnessOffsetProblem method)
(leap_ec.problem.FunctionProblem method)
(leap_ec.problem.Problem method)
(leap_ec.real_rep.problems.AckleyProblem method)
(leap_ec.real_rep.problems.CosineFamilyProblem method)
(leap_ec.real_rep.problems.GaussianProblem method)
(leap_ec.real_rep.problems.GriewankProblem method)
(leap_ec.real_rep.problems.LangermannProblem method)
(leap_ec.real_rep.problems.LunacekProblem method)
(leap_ec.real_rep.problems.MatrixTransformedProblem method)
(leap_ec.real_rep.problems.NoisyQuarticProblem method)
(leap_ec.real_rep.problems.ParabaloidProblem method)
(leap_ec.real_rep.problems.QuadraticFamilyProblem method)
(leap_ec.real_rep.problems.RastriginProblem method)
(leap_ec.real_rep.problems.RosenbrockProblem method)
(leap_ec.real_rep.problems.ScaledProblem method)
(leap_ec.real_rep.problems.SchwefelProblem method)
(leap_ec.real_rep.problems.ShekelProblem method)
(leap_ec.real_rep.problems.SpheroidProblem method)
(leap_ec.real_rep.problems.StepProblem method)
(leap_ec.real_rep.problems.TranslatedProblem method)
(leap_ec.real_rep.problems.WeierstrassProblem method)
evaluate_imp() (leap_ec.individual.Individual method)
(leap_ec.individual.WholeEvaluatedIndividual method)
evaluate_multiple() (leap_ec.problem.AverageFitnessProblem method)
(leap_ec.problem.CooperativeProblem method)
(leap_ec.problem.ExternalProcessProblem method)
(leap_ec.problem.Problem method)
evaluate_population() (leap_ec.individual.Individual class method)
Executable (class in leap_ec.executable_rep.executable)
export() (leap_ec.contrib.transfer.sequential.PopulationSeedingRepertoire method)
ExternalProcessProblem (class in leap_ec.problem)
F
fast_nondominated_sort() (in module leap_ec.multiobjective.ops)
FitnessOffsetProblem (class in leap_ec.problem)
FunctionProblem (class in leap_ec.problem)
G
GaussianProblem (class in leap_ec.real_rep.problems)
GENERALITY (leap_ec.executable_rep.rules.PittRulesExecutable.PriorityMetric attribute)
generalized_nsga_2() (in module leap_ec.multiobjective.nsga2)
generate() (leap_ec.real_rep.problems.QuadraticFamilyProblem class method)
generate_image() (leap_ec.executable_rep.problems.ImageXYProblem static method)
generational_ea() (in module leap_ec.algorithm)
genome_mutate_binomial() (in module leap_ec.int_rep.ops)
genome_mutate_bitflip() (in module leap_ec.binary_rep.ops)
genome_mutate_gaussian() (in module leap_ec.real_rep.ops)
genome_to_rules() (leap_ec.executable_rep.rules.PittRulesDecoder method)
get_current_problem() (leap_ec.problem.AlternatingProblem method)
get_step() (in module leap_ec.util)
GriewankProblem (class in leap_ec.real_rep.problems)
grouped_evaluate() (in module leap_ec.ops)
I
IdentityDecoder (class in leap_ec.decoder)
ImageProblem (class in leap_ec.binary_rep.problems)
ImageXYProblem (class in leap_ec.executable_rep.problems)
inc_births() (in module leap_ec.util)
inc_generation() (in module leap_ec.util)
Individual (class in leap_ec.individual)
individual_mutate_randint() (in module leap_ec.int_rep.ops)
initialize_seeded() (in module leap_ec.contrib.transfer.sequential)
initializer() (leap_ec.executable_rep.rules.PittRulesDecoder method)
insertion_selection() (in module leap_ec.ops)
is_flat() (in module leap_ec.util)
is_iterable() (in module leap_ec.util)
is_sequence() (in module leap_ec.util)
iteriter_op() (in module leap_ec.ops)
iterlist_op() (in module leap_ec.ops)
K
key_press() (leap_ec.executable_rep.executable.KeyboardExecutable method)
key_release() (leap_ec.executable_rep.executable.KeyboardExecutable method)
KeyboardExecutable (class in leap_ec.executable_rep.executable)
koza_parsimony() (in module leap_ec.parsimony)
L
LangermannProblem (class in leap_ec.real_rep.problems)
LeadingOnes (class in leap_ec.binary_rep.problems)
leap_ec
module
leap_ec.algorithm
module
leap_ec.binary_rep
module
leap_ec.binary_rep.decoders
module
leap_ec.binary_rep.initializers
module
leap_ec.binary_rep.ops
module
leap_ec.binary_rep.problems
module
leap_ec.contrib
module
leap_ec.contrib.transfer
module
leap_ec.contrib.transfer.sequential
module
leap_ec.data
module
leap_ec.decoder
module
leap_ec.distrib
module
leap_ec.distrib.individual
module
leap_ec.distrib.probe
module
leap_ec.executable_rep
module
leap_ec.executable_rep.executable
module
leap_ec.executable_rep.problems
module
leap_ec.executable_rep.rules
module
leap_ec.global_vars
module
leap_ec.individual
module
leap_ec.int_rep
module
leap_ec.int_rep.initializers
module
leap_ec.int_rep.ops
module
leap_ec.landscape_features
module
leap_ec.multiobjective
module
leap_ec.multiobjective.nsga2
module
leap_ec.multiobjective.ops
module
leap_ec.multiobjective.problems
module
leap_ec.ops
module
leap_ec.parsimony
module
leap_ec.problem
module
leap_ec.real_rep
module
leap_ec.real_rep.initializers
module
leap_ec.real_rep.ops
module
leap_ec.real_rep.problems
module
leap_ec.representation
module
leap_ec.segmented_rep
module
leap_ec.segmented_rep.decoders
module
leap_ec.segmented_rep.initializers
module
leap_ec.segmented_rep.ops
module
leap_ec.util
module
leap_logger_name (in module leap_ec)
lexical_parsimony() (in module leap_ec.parsimony)
listiter_op() (in module leap_ec.ops)
listlist_op() (in module leap_ec.ops)
log_pop() (in module leap_ec.distrib.probe)
log_worker_location() (in module leap_ec.distrib.probe)
LunacekProblem (class in leap_ec.real_rep.problems)
M
MatrixTransformedProblem (class in leap_ec.real_rep.problems)
MaxOnes (class in leap_ec.binary_rep.problems)
migrate() (in module leap_ec.ops)
migration_metric() (in module leap_ec.ops)
module
leap_ec
leap_ec.algorithm
leap_ec.binary_rep
leap_ec.binary_rep.decoders
leap_ec.binary_rep.initializers
leap_ec.binary_rep.ops
leap_ec.binary_rep.problems
leap_ec.contrib
leap_ec.contrib.transfer
leap_ec.contrib.transfer.sequential
leap_ec.data
leap_ec.decoder
leap_ec.distrib
leap_ec.distrib.individual
leap_ec.distrib.probe
leap_ec.executable_rep
leap_ec.executable_rep.executable
leap_ec.executable_rep.problems
leap_ec.executable_rep.rules
leap_ec.global_vars
leap_ec.individual
leap_ec.int_rep
leap_ec.int_rep.initializers
leap_ec.int_rep.ops
leap_ec.landscape_features
leap_ec.multiobjective
leap_ec.multiobjective.nsga2
leap_ec.multiobjective.ops
leap_ec.multiobjective.problems
leap_ec.ops
leap_ec.parsimony
leap_ec.problem
leap_ec.real_rep
leap_ec.real_rep.initializers
leap_ec.real_rep.ops
leap_ec.real_rep.problems
leap_ec.representation
leap_ec.segmented_rep
leap_ec.segmented_rep.decoders
leap_ec.segmented_rep.initializers
leap_ec.segmented_rep.ops
leap_ec.util
multi_population_ea() (in module leap_ec.algorithm)
MultiObjectiveProblem (class in leap_ec.multiobjective.problems)
mutate_binomial() (in module leap_ec.int_rep.ops)
mutate_bitflip() (in module leap_ec.binary_rep.ops)
mutate_gaussian() (in module leap_ec.real_rep.ops)
mutate_randint() (in module leap_ec.int_rep.ops)
mutator() (leap_ec.executable_rep.rules.PittRulesDecoder method)
N
naive_cyclic_selection() (in module leap_ec.ops)
NAryCrossover (class in leap_ec.ops)
NoisyQuarticProblem (class in leap_ec.real_rep.problems)
num_basins (leap_ec.real_rep.problems.QuadraticFamilyProblem property)
num_genes_per_rule (leap_ec.executable_rep.rules.PittRulesDecoder property)
num_inputs (leap_ec.executable_rep.problems.EnvironmentProblem property)
(leap_ec.executable_rep.rules.PittRulesDecoder property)
num_memory_registers (leap_ec.executable_rep.rules.PittRulesDecoder property)
num_outputs (leap_ec.executable_rep.problems.EnvironmentProblem property)
(leap_ec.executable_rep.rules.PittRulesDecoder property)
O
Operator (class in leap_ec.ops)
P
ParabaloidProblem (class in leap_ec.real_rep.problems)
per_rank_crowding_calc() (in module leap_ec.multiobjective.ops)
PERIMETER (leap_ec.executable_rep.rules.PittRulesExecutable.PriorityMetric attribute)
phenome (leap_ec.individual.Individual property)
phenome_length (leap_ec.multiobjective.problems.ZDT5Problem property)
PittRulesDecoder (class in leap_ec.executable_rep.rules)
PittRulesExecutable (class in leap_ec.executable_rep.rules)
PittRulesExecutable.PriorityMetric (class in leap_ec.executable_rep.rules)
plot_2d_contour() (in module leap_ec.real_rep.problems)
plot_2d_function() (in module leap_ec.real_rep.problems)
plot_2d_problem() (in module leap_ec.real_rep.problems)
PlotPittRuleProbe (class in leap_ec.executable_rep.rules)
points (leap_ec.real_rep.problems.ShekelProblem attribute)
pool() (in module leap_ec.ops)
PopulationSeedingRepertoire (class in leap_ec.contrib.transfer.sequential)
print_list() (in module leap_ec.util)
print_population() (in module leap_ec.util)
Problem (class in leap_ec.problem)
proportional_selection() (in module leap_ec.ops)
Q
QuadraticFamilyProblem (class in leap_ec.real_rep.problems)
R
random() (in module leap_ec.binary_rep.ops)
(in module leap_ec.real_rep.problems)
(leap_ec.real_rep.problems.TranslatedProblem class method)
random_bernoulli_vector() (in module leap_ec.ops)
random_orthonormal() (leap_ec.real_rep.problems.MatrixTransformedProblem class method)
random_orthonormal_matrix() (in module leap_ec.real_rep.problems)
random_search() (in module leap_ec.algorithm)
random_selection() (in module leap_ec.ops)
RandomExecutable (class in leap_ec.executable_rep.executable)
rank_ordinal_sort() (in module leap_ec.multiobjective.ops)
RastriginProblem (class in leap_ec.real_rep.problems)
recombine() (leap_ec.ops.Crossover method)
(leap_ec.ops.NAryCrossover method)
(leap_ec.ops.UniformCrossover method)
remove_segment() (in module leap_ec.segmented_rep.ops)
Repertoire (class in leap_ec.contrib.transfer.sequential)
Representation (class in leap_ec.representation)
RobustIndividual (class in leap_ec.individual)
RosenbrockProblem (class in leap_ec.real_rep.problems)
Rule (class in leap_ec.executable_rep.rules)
RULE_ORDER (leap_ec.executable_rep.rules.PittRulesExecutable.PriorityMetric attribute)
S
ScalarProblem (class in leap_ec.problem)
ScaledProblem (class in leap_ec.real_rep.problems)
SCHProblem (class in leap_ec.multiobjective.problems)
SchwefelProblem (class in leap_ec.real_rep.problems)
segmented_mutate() (in module leap_ec.segmented_rep.ops)
SegmentedDecoder (class in leap_ec.segmented_rep.decoders)
ShekelProblem (class in leap_ec.real_rep.problems)
sort_by_dominance() (in module leap_ec.multiobjective.ops)
space_dimensions() (leap_ec.executable_rep.problems.EnvironmentProblem static method)
SpheroidProblem (class in leap_ec.real_rep.problems)
StepProblem (class in leap_ec.real_rep.problems)
stop_at_generation() (in module leap_ec.algorithm)
sus_selection() (in module leap_ec.ops)
T
tournament_selection() (in module leap_ec.ops)
TranslatedProblem (class in leap_ec.real_rep.problems)
truncation_selection() (in module leap_ec.ops)
TruthTableProblem (class in leap_ec.executable_rep.problems)
TwoMax (class in leap_ec.binary_rep.problems)
U
UniformCrossover (class in leap_ec.ops)
W
WeierstrassProblem (class in leap_ec.real_rep.problems)
WholeEvaluatedIndividual (class in leap_ec.individual)
worse_than() (leap_ec.multiobjective.problems.MultiObjectiveProblem method)
(leap_ec.problem.AlternatingProblem method)
(leap_ec.problem.AverageFitnessProblem method)
(leap_ec.problem.CooperativeProblem method)
(leap_ec.problem.Problem method)
(leap_ec.problem.ScalarProblem method)
(leap_ec.real_rep.problems.NoisyQuarticProblem method)
(leap_ec.real_rep.problems.RastriginProblem method)
(leap_ec.real_rep.problems.RosenbrockProblem method)
(leap_ec.real_rep.problems.ShekelProblem method)
(leap_ec.real_rep.problems.SpheroidProblem method)
(leap_ec.real_rep.problems.StepProblem method)
wrap_curry() (in module leap_ec.util)
WrapperDecoder (class in leap_ec.executable_rep.executable)
Z
ZDT1Problem (class in leap_ec.multiobjective.problems)
ZDT2Problem (class in leap_ec.multiobjective.problems)
ZDT3Problem (class in leap_ec.multiobjective.problems)
ZDT4Problem (class in leap_ec.multiobjective.problems)
ZDT5Problem (class in leap_ec.multiobjective.problems)
ZDT6Problem (class in leap_ec.multiobjective.problems)
ZDTBenchmarkProblem (class in leap_ec.multiobjective.problems)
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