Evolutionary Optimization: The µGp Toolkit

by Ernesto Sanchez, Massimiliano Schillaci, Giovanni Squillero

This book describes an award-winning evolutionary algorithm that outperformed experts and conventional heuristics in solving several industrial problems. It presents a discussion of the theoretical and practical aspects that enabled μGP (MicroGP) to autonomously find the optimal solution of hard problems, handling highly structured data, such as full-fledged assembly programs, with functions and interrupt handlers.

For a practitioner,...

• Format: Paperback
• Language: English
• ISBN: 1489993681
• ISBN13: 9781489993687
• Release Date: August 2014
• Publisher: Springer
• Length: 178 Pages
• Weight: 0.62 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"