Genetic-class function

Genetic optimization algorithm

An S4 class to represent a genetic algorithm (extends Alg-class class). class

Genetic(pop_size = 100, nb_max_gen = 20, prob_mutation = 0.25, sel_frac = 0.75)

Arguments

• pop_size: size of the solutions populations (default to 10)
• nb_max_gen: maximal number of generation to produce (default to 4)
• prob_mutation: probability of mutation (default to 0.25)
• sel_frac: fraction of best solutions selected for crossing (default to 0.75)

Returns

a Genetic-class object

Functions

• Genetic: Genetic algorithm class constructor

Slots

• pop_size: size of the solutions populations (default to 10)
• nb_max_gen: maximal number of generation to produce (default to 4)
• prob_mutation: probability of mutation (default to 0.25)
• sel_frac: fraction of best solutions selected for crossing (default to 0.75)

Examples

Genetic()
Genetic(pop_size = 500)