Genetic Programming Theory and Practice

Name: Genetic Programming Theory and Practice
Brand: Springer-Verlag New York Inc.
SKU: 9781461347477
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Autor: Rick Riolo, Bill Worzel

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Editura: Springer-Verlag New York Inc.

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Genetic Programming Theory and Practice explores the emerging interaction between theory and practic...

Informații despre carte

Autor

Rick Riolo, Bill Worzel

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2012

Pagini

317

EAN

9781461347477

ISBN

1461347475

Enbook ID

06796094

Editura

Springer-Verlag New York Inc.

Greutate

516

Dimensiuni

155 x 235 x 19

Descriere completă

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. §

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