Description du livre Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.Topics include: modularity and scalability; evolvability; human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge;In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning.This text is for all GP explorers. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results. 292 pp. Englisch. N� de r�f. du vendeur 9781461417699

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Genetic Programming Theory and Practice IX

Riolo, Rick (Editor)/ Vladislavleva, Ekaterina (Editor)/ Moore, Jason H. (Editor)

Edit� par Springer-Verlag New York Inc (2011)

ISBN 10 : 1461417694 ISBN 13 : 9781461417699

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Description du livre Hardcover. Etat : Brand New. 2011 edition. 290 pages. 9.00x6.25x0.25 inches. In Stock. N� de r�f. du vendeur x-1461417694

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Genetic Programming Theory and Practice IX

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ISBN 10 : 1461417694 ISBN 13 : 9781461417699

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Description du livre Etat : New. 2011. Hardcover. . . . . . N� de r�f. du vendeur V9781461417699

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Genetic Programming Theory and Practice IX

Rick Riolo

Edit� par Springer New York (2011)

ISBN 10 : 1461417694 ISBN 13 : 9781461417699

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AHA-BUCH GmbH
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Description du livre Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.Topics include: modularity and scalability; evolvability; human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge;In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning.This text is for all GP explorers. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results. N� de r�f. du vendeur 9781461417699

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Genetic Programming Theory and Practice IX

Riolo, Rick|Vladislavleva, Ekaterina|Moore, Jason H.

Edit� par Springer New York (2011)

ISBN 10 : 1461417694 ISBN 13 : 9781461417699

Neuf Couverture rigide Quantit� disponible : > 20

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Description du livre Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Describes cutting-edge work on genetic programming (GP) theory, applications of GP, and how theory can be used to guide application of GP Demonstrates large-scale applications of GP to a variety of problem domains Reveals an inspiring synergy betw. N� de r�f. du vendeur 4197234

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