alogos.systems.ge.neighborhood

Neighborhood functions to generate nearby genotypes for GE.

Functions

int_replacement(grammar, genotype, parameters=None)

Systematically change a chosen number of int codons.

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Detailed object descriptions

alogos.systems.ge.neighborhood.int_replacement(grammar, genotype, parameters=None)

Systematically change a chosen number of int codons.

Parameters:

• grammar (Grammar)

• genotype (Genotype)

• parameters (dict or ParameterCollection, optional) – Following keyword-value pairs are considered by this function:

  • neighborhood_distance (int) : The distance from the original genotype to a new genotype in terms of replaced int codons.

  • neighborhood_max_size (int) : Maximum number of neighbor genotypes to generate.

  • neighborhood_only_terminals (bool) : If True, only replace codons that represent terminals.

  • max_expansions (bool) : Maximum number of nonterminal expansions used in a derivation.

  • max_wraps (bool) : Maximum number of wraps of the genotype that can be used in a derivation.

Returns:

neighbors (list of Genotype objects)