Wolfgang Banzhaf, Peter Nordin, Robert E Keller, Frank D Francone

Genetic Programming

An Introduction

• Gebundenes Buch

Produktbeschreibung

This unique introduction to GP provides a detailed overview of the subject and its antecedents, with extensive references to the published and on-line literature. In addition to explaining the fundamental theory and important algorithms, the text includes practical discussions covering a wealth of potential applications and real-world implementation techniques.

Produktdetails

• Verlag: Elsevier Science
• Seitenzahl: 496
• Erscheinungstermin: 1. Dezember 1997
• Englisch
• Abmessung: 244mm x 195mm x 32mm
• Gewicht: 1068g
• ISBN-13: 9781558605107
• ISBN-10: 155860510X
• Artikelnr.: 21860333

Inhaltsangabe

1 Genetic Programming as Machine Learning
2 Genetic Programming and Biology
3 Computer Science and Mathematical Basics
4 Genetic Programming as Evolutionary Computation
5 Basic Concepts-The Foundation
6 Crossover-The Center of the Storm
7 Genetic Programming and Emergent Order
8 Analysis-Improving Genetic Programming with Statistics
9 Different Varieties of Genetic Programming
10 Advanced Genetic Programming
11 Implementation-Making Genetic Programming Work
12 Applications of Genetic Programming
13 Summary and Perspectives
A Printed and Recorded Resources
B Information Available on the Internet
C GP Software
D Events