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