Index

A

addCallback() (macop.algorithms.base.Algorithm method) algo (macop.callbacks.base.Callback attribute) (macop.callbacks.classicals.BasicCheckpoint attribute) (macop.callbacks.multi.MultiCheckpoint attribute) (macop.callbacks.multi.ParetoCheckpoint attribute) (macop.callbacks.policies.UCBCheckpoint attribute) Algorithm (class in macop.algorithms.base) apply() (macop.operators.base.Crossover method) (macop.operators.base.Mutation method) (macop.operators.base.Operator method) (macop.operators.discrete.crossovers.RandomSplitCrossover method) (macop.operators.discrete.crossovers.SimpleCrossover method) (macop.operators.discrete.mutators.SimpleBinaryMutation method) (macop.operators.discrete.mutators.SimpleMutation method) (macop.policies.base.Policy method) (macop.policies.reinforcement.UCBPolicy method)

B

BasicCheckpoint (class in macop.callbacks.classicals) bestSolution (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOSubProblem attribute)

BinarySolution (class in macop.solutions.discrete)

C

C (macop.policies.reinforcement.UCBPolicy attribute) Callback (class in macop.callbacks.base) callbacks (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute) clone() (macop.solutions.base.Solution method) Colors (class in macop.utils.progress)

CombinatoryIntegerSolution (class in macop.solutions.discrete) compute() (macop.evaluators.base.Evaluator method) (macop.evaluators.knapsacks.KnapsackEvaluator method) (macop.evaluators.multi.WeightedSum method) Crossover (class in macop.operators.base) currentSolution (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOSubProblem attribute)

D

data (macop.solutions.discrete.BinarySolution attribute) (macop.solutions.discrete.CombinatoryIntegerSolution attribute) (macop.solutions.discrete.IntegerSolution attribute)

E

end() (macop.algorithms.base.Algorithm method) (macop.algorithms.multi.MOEAD method) evaluate() (macop.algorithms.base.Algorithm method) (macop.solutions.base.Solution method) Evaluator (class in macop.evaluators.base) evaluator (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute)

every (macop.callbacks.base.Callback attribute) (macop.callbacks.classicals.BasicCheckpoint attribute) (macop.callbacks.multi.MultiCheckpoint attribute) (macop.callbacks.multi.ParetoCheckpoint attribute) (macop.callbacks.policies.UCBCheckpoint attribute) exp_rate (macop.policies.reinforcement.UCBPolicy attribute)

F

filepath (macop.callbacks.base.Callback attribute) (macop.callbacks.classicals.BasicCheckpoint attribute) (macop.callbacks.multi.MultiCheckpoint attribute) (macop.callbacks.multi.ParetoCheckpoint attribute) (macop.callbacks.policies.UCBCheckpoint attribute)

fitness() (macop.solutions.base.Solution method)

G

getGlobalEvaluation() (macop.algorithms.base.Algorithm method)

getGlobalMaxEvaluation() (macop.algorithms.base.Algorithm method) getParent() (macop.algorithms.base.Algorithm method)

H

HillClimberBestImprovment (class in macop.algorithms.mono)

HillClimberFirstImprovment (class in macop.algorithms.mono)

I

increaseEvaluation() (macop.algorithms.base.Algorithm method) index (macop.algorithms.multi.MOSubProblem attribute) initalizer (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOSubProblem attribute) initializer (macop.algorithms.base.Algorithm attribute) (macop.algorithms.multi.MOEAD attribute)

initRun() (macop.algorithms.base.Algorithm method) (macop.algorithms.multi.MOEAD method) IntegerSolution (class in macop.solutions.discrete) isBetter() (macop.algorithms.base.Algorithm method) isValid() (macop.solutions.base.Solution method) IteratedLocalSearch (class in macop.algorithms.mono)

K

kind (macop.operators.base.Crossover attribute) (macop.operators.base.Mutation attribute) (macop.operators.discrete.crossovers.RandomSplitCrossover attribute) (macop.operators.discrete.crossovers.SimpleCrossover attribute) (macop.operators.discrete.mutators.SimpleBinaryMutation attribute) (macop.operators.discrete.mutators.SimpleMutation attribute)

KindOperator (class in macop.operators.base) KnapsackEvaluator (class in macop.evaluators.knapsacks)

L

load() (macop.callbacks.base.Callback method) (macop.callbacks.classicals.BasicCheckpoint method) (macop.callbacks.multi.MultiCheckpoint method) (macop.callbacks.multi.ParetoCheckpoint method) (macop.callbacks.policies.UCBCheckpoint method)

M

macop.algorithms.base (module) macop.algorithms.mono (module) macop.algorithms.multi (module) macop.callbacks.base (module) macop.callbacks.classicals (module) macop.callbacks.multi (module) macop.callbacks.policies (module) macop.evaluators.base (module) macop.evaluators.knapsacks (module) macop.evaluators.multi (module) macop.operators.base (module) macop.operators.continuous.crossovers (module) macop.operators.continuous.mutators (module) macop.operators.discrete.crossovers (module) macop.operators.discrete.mutators (module) macop.policies.base (module) macop.policies.classicals (module) macop.policies.reinforcement (module)

macop.solutions.base (module) macop.solutions.continuous (module) macop.solutions.discrete (module) macop.utils.progress (module) macop_line() (in module macop.utils.progress) macop_progress() (in module macop.utils.progress) macop_text() (in module macop.utils.progress) maximise (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute) MOEAD (class in macop.algorithms.multi) MOSubProblem (class in macop.algorithms.multi) mu (macop.algorithms.multi.MOEAD attribute) MultiCheckpoint (class in macop.callbacks.multi) Mutation (class in macop.operators.base)

N

nObjectives (macop.algorithms.multi.MOEAD attribute)

O

occurrences (macop.policies.reinforcement.UCBPolicy attribute) Operator (class in macop.operators.base) operators (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute) (macop.policies.base.Policy attribute) (macop.policies.classicals.RandomPolicy attribute) (macop.policies.reinforcement.UCBPolicy attribute)

P

parent (macop.algorithms.base.Algorithm attribute) ParetoCheckpoint (class in macop.callbacks.multi) pfPop (macop.algorithms.multi.MOEAD attribute) Policy (class in macop.policies.base) policy (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute)

population (macop.algorithms.multi.MOEAD attribute) progress() (macop.algorithms.base.Algorithm method) (macop.algorithms.multi.MOEAD method)

R

random() (macop.solutions.base.Solution static method) (macop.solutions.discrete.BinarySolution static method) (macop.solutions.discrete.CombinatoryIntegerSolution static method) (macop.solutions.discrete.IntegerSolution static method) RandomPolicy (class in macop.policies.classicals) RandomSplitCrossover (class in macop.operators.discrete.crossovers) resume() (macop.algorithms.base.Algorithm method) rewards (macop.policies.reinforcement.UCBPolicy attribute) run() (macop.algorithms.base.Algorithm method) (macop.algorithms.mono.HillClimberBestImprovment method) (macop.algorithms.mono.HillClimberFirstImprovment method) (macop.algorithms.mono.IteratedLocalSearch method) (macop.algorithms.multi.MOEAD method) (macop.algorithms.multi.MOSubProblem method) (macop.callbacks.base.Callback method) (macop.callbacks.classicals.BasicCheckpoint method) (macop.callbacks.multi.MultiCheckpoint method) (macop.callbacks.multi.ParetoCheckpoint method) (macop.callbacks.policies.UCBCheckpoint method)

S

score (macop.solutions.discrete.BinarySolution attribute) (macop.solutions.discrete.CombinatoryIntegerSolution attribute) (macop.solutions.discrete.IntegerSolution attribute) select() (macop.policies.base.Policy method) (macop.policies.classicals.RandomPolicy method) (macop.policies.reinforcement.UCBPolicy method) setAlgo() (macop.callbacks.base.Callback method) (macop.evaluators.base.Evaluator method) (macop.operators.base.Operator method) (macop.policies.base.Policy method)

SimpleBinaryMutation (class in macop.operators.discrete.mutators) SimpleCrossover (class in macop.operators.discrete.crossovers) SimpleMutation (class in macop.operators.discrete.mutators) size (macop.solutions.discrete.BinarySolution attribute) (macop.solutions.discrete.CombinatoryIntegerSolution attribute) (macop.solutions.discrete.IntegerSolution attribute) Solution (class in macop.solutions.base) stop() (macop.algorithms.base.Algorithm method)

T

T (macop.algorithms.multi.MOEAD attribute)

U

UCBCheckpoint (class in macop.callbacks.policies)

UCBPolicy (class in macop.policies.reinforcement) update() (macop.algorithms.base.Algorithm method)

V

validator (macop.algorithms.base.Algorithm attribute) (macop.algorithms.mono.HillClimberBestImprovment attribute) (macop.algorithms.mono.HillClimberFirstImprovment attribute) (macop.algorithms.mono.IteratedLocalSearch attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute)

verbose (macop.algorithms.base.Algorithm attribute) (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute)

W

WeightedSum (class in macop.evaluators.multi)

weights (macop.algorithms.multi.MOEAD attribute) (macop.algorithms.multi.MOSubProblem attribute)