From: Sander Land Date: 2008-02-13T00:44:33+09:00 Subject: [ANN] charlie 0.8.0 Released - A genetic algorithms library. Hi all, I'm pleased to announce another release of charlie, a genetic algorithms library for Ruby. This release adds a couple of extra features: better co-evolution (with prisoner's dilemma example), blending crossovers, genotypes for matrices and neural networks, and several other features. It is also still fully compatible with Ruby 1.8, 1.9 and JRuby. ## FEATURES: - Quickly develop GAs by combining several parts (genotype, selection, crossover, mutation) provided by the library. - Sensible defaults are provided with any genotype, so often you only need to define a fitness function. - Easily replace any of the parts by your own code. - Test different strategies in GA, and generate reports comparing them. ## EXAMPLE This example finds a neural network for the xor function class XOR < NeuralNetworkGenotype(2,3,1) def fitness [[-1,-1],[-1,1],[1,-1],[1,1]].map{|i1,i2| -(output([i1,i2])[0]-i1*i2)**2 }.sum end end Population.new(XOR,50).evolve_on_console ## INSTALLATION: * sudo gem install charlie ## Links * http://rubyforge.org/projects/charlie/ * http://charlie.rubyforge.org ## LICENSE: MIT license.