Algorithmically

Nature-Inspired Programming Recipes

Installation

Add this line to your application's Gemfile:

gem 'Algorithmically'

And then execute:

$ bundle

Or install it yourself as:

$ gem install Algorithmically

Usage

Evolutionary Algorithms

Algorithmically::Genetic.new(100, 64, 100, 0.98)

Neural Algorithms

Algorithmically::Perceptron.new([[0,0,0], [0,1,1], [1,0,1], [1,1,1]], 2, 20, 0.1)

Stochastic Algorithms

Algorithmically::RandomSearch.new(2, 50)

Algorithmically::AdaptiveRandomSearch.new(1000, 2, 0.05, 1.3, 3.0, 10, 30)

Algorithmically::HillClimbing.new(2, 1000)

Algorithmically::GuidedLocalSearch.new(150, [[565,575],[25,185],[345,750],[945,685]], 20, 0.3)