Natural Computing Algorithms

by Michael O'Neill, Sean McGarraghy, Anthony Brabazon

Book Overview

Introduction.- Introduction to Evolutionary Computing.- Genetic Algorithms.- Extending the Genetic Algorithm.- Evolution Strategies and Evolutionary Programming.- Differential Evolution.- Genetic Programming.- Particle Swarm Algorithms.- Ant Algorithms.- Honeybee Algorithms.- Other Social Algorithms.- Bacterial Foraging Algorithms.- Neural Networks for Supervised Learning.- Neural Networks for Unsupervised Learning.- Neuroevolution.- Artificial...

• Format: Paperback
• Language: English
• ISBN: 3662501163
• ISBN13: 9783662501160
• Release Date: August 2016
• Publisher: Springer
• Length: 554 Pages
• Weight: 1.75 lbs.
• Dimensions: 1.2" x 6.1" x 9.2"