navicatGA.cache

Attributes

logger

Functions

calculate_fitness_cache(self, population)	Calculates the fitness of the population using a hashable fitness function.
calculate_one_fitness_cache(hashable, fitness_function)
set_lru_cache(self)	Monkeypatches the calculate_fitness method of the base solver class in order to use a lru cache.

Module Contents

navicatGA.cache.calculate_fitness_cache(self, population)

Calculates the fitness of the population using a hashable fitness function.

Parameters: :param population: population state at a given iteration :return: the fitness of the current population

navicatGA.cache.calculate_one_fitness_cache(hashable, fitness_function)

navicatGA.cache.set_lru_cache(self)

Monkeypatches the calculate_fitness method of the base solver class in order to use a lru cache. If a specific wrapper exists for a given solver, it will try to use the unique expression of genes given by that wrapper to generate a hashable fitness function. If not, it will require a hashable fitness function given by the user AND expect the given fitness_function to generate a unique hash from a gene.

navicatGA.cache.logger