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Item Details
Title: GENETIC PROGRAMMING THEORY AND PRACTICE
By: Rick Riolo (Editor), Bill Worzel (Editor)
Format: Hardback

List price: £145.00


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ISBN 10: 1402075812
ISBN 13: 9781402075810
Publisher: SPRINGER-VERLAG NEW YORK INC.
Pub. date: 30 November, 2003
Edition: 2003 ed.
Series: Genetic Programming 6
Pages: 317
Description: Explores the emerging interaction between theory and practice in the machine learning method of Genetic Programming (GP). This work contains chapters that include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; and more.
Synopsis: 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.
Illustrations: XVI, 317 p.
Publication: US
Imprint: Springer-Verlag New York Inc.
Returns: Returnable
Some other items by this author:
GENETIC PROGRAMMING THEORY AND PRACTICE (PB)
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GENETIC PROGRAMMING THEORY AND PRACTICE II (HB)
GENETIC PROGRAMMING THEORY AND PRACTICE II (PB)
GENETIC PROGRAMMING THEORY AND PRACTICE III (HB)
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GENETIC PROGRAMMING THEORY AND PRACTICE IV (HB)
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GENETIC PROGRAMMING THEORY AND PRACTICE V (HB)
GENETIC PROGRAMMING THEORY AND PRACTICE V (PB)
GENETIC PROGRAMMING THEORY AND PRACTICE VI (HB)
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