Foundations of Genetic Programming

Name: Foundations of Genetic Programming
SKU: 2494859
Price: 262.99 AUD
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Description

Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Since its inceptions more than ten years ago, GP has been used to solve practical problems in a variety of application fields. Along with this ad-hoc engineering approaches interest increased in how and why GP works. This book provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques.

Release date Australia

February 14th, 2002

Author

Audience

Professional & Vocational

Illustrations

XVI, 260 p.

Pages

260

Dimensions

155x235x17

ISBN-13

9783540424512

Product ID

2494859

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