Linear Genetic Programming

by Markus F. Brameier and Wolfgang Banzhaf

Book Overview

Fundamental Analysis.- Basic Concepts of Linear Genetic Programming.- Characteristics of the Linear Representation.- A Comparison with Neural Networks.- Method Design.- Linear Genetic Operators I - Segment Variations.- Linear Genetic Operators II - Instruction Mutations.- Analysis of Control Parameters.- A Comparison with Tree-Based Genetic Programming.- Advanced Techniques and Phenomena.- Control of Diversity and Variation Step Size.- Code Growth...

• Format: Paperback
• Language: English
• ISBN: 1441940480
• ISBN13: 9781441940483
• Release Date: November 2010
• Publisher: Springer
• Length: 315 Pages
• Weight: 1.03 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"