Genetic Programming Theory and Practice

Name: Genetic Programming Theory and Practice
SKU: 2053723
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Hardback

Series:

Genetic Programming

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Description

Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory.

Release date Australia

November 30th, 2003

Audiences

General (US: Trade)
Professional & Vocational
Tertiary Education (US: College)

Contributors

Edited by Bill Worzel
Edited by Rick Riolo

Illustrations

XVI, 317 p.

Pages

317

Series

Genetic Programming

Dimensions

156x234x19

ISBN-13

9781402075810

Product ID

2053723

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