Foundations of Genetic Programming

by William B. Langdon

1 Introduction.- 2 Fitness Landscapes.- 3 Program Component Schema Theories.- 4 Pessimistic GP Schema Theories.- 5 Exact GP Schema Theorems.- 6 Lessons from the GP Schema Theory.- 7 The Genetic Programming Search Space.- The GP Search Theoretical Analysis.- 9 Example The Artificial Ant.- 10 Example The Max Problem.- 11 GP Convergence and Bloat.- 12 Conclusions.- A Genetic Programming Resources.- List of Special Symbols.

Genres: Artificial Intelligence

280 pages, Paperback

First published February 14, 2002