neataptic/src/methods/selection.js

Architecture-free neural network library with genetic algorithm implementations

/*******************************************************************************
                                      SELECTION
*******************************************************************************/

// https://en.wikipedia.org/wiki/Selection_(genetic_algorithm)

var selection = {
  FITNESS_PROPORTIONATE: {
    name: 'FITNESS_PROPORTIONATE'
  },
  POWER: {
    name: 'POWER',
    power: 4
  },
  TOURNAMENT: {
    name: 'TOURNAMENT',
    size: 5,
    probability: 0.5
  }
};

/* Export */
module.exports = selection;