geneticengine.algorithms.hill_climbing

Module Contents

Classes

HC	Hill Climbing performs a local search within a neighbourhood.

class geneticengine.algorithms.hill_climbing.HC(problem, budget, representation, random=None, recorder=None, number_of_mutations=5)

Bases: geneticengine.algorithms.heuristics.HeuristicSearch

Hill Climbing performs a local search within a neighbourhood.

Parameters:

• problem (geneticengine.problems.Problem) –

• budget (geneticengine.evaluation.budget.SearchBudget) –

• representation (geneticengine.representations.api.Representation) –

• random (geneticengine.random.sources.RandomSource) –

• recorder (geneticengine.evaluation.tracker.SingleObjectiveProgressTracker | None) –

• number_of_mutations (int) –

search()

Return type:

geneticengine.solutions.individual.Individual