Genetic Programming Theory and Practice XI: 9781493955633

Description du livre Taschenbuch. 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 in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud - communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3) The need for model analysis workflows for insight generation based on generated GP solutions - model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. 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. 244 pp. Englisch. N� de r�f. du vendeur 9781493955633

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Genetic Programming Theory and Practice 11

Riolo, Rick (Editor)/ Moore, Jason H. (Editor)/ Kotanchek, Mark (Editor)

Edit� par Springer-Verlag New York Inc (2016)

ISBN 10 : 1493955632 ISBN 13 : 9781493955633

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Description du livre Paperback. Etat : Brand New. reprint edition. 241 pages. 9.25x6.10x0.58 inches. In Stock. N� de r�f. du vendeur x-1493955632

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Genetic Programming Theory and Practice

. Ed(s): Riolo, Rick; Moore, Jason H.; Kotanchek, Mark

Edit� par Springer-Verlag New York Inc. (2016)

ISBN 10 : 1493955632 ISBN 13 : 9781493955633

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Description du livre Etat : New. "The work described in this book was first presented at the Eleventh Workshop on Genetic Programming, Theory and Practice, organized by the Center for the Study of Complex Systems at the University of Michigan, Ann Arbor, held on May 9-11, 2013"--Preface. Editor(s): Riolo, Rick; Moore, Jason H.; Kotanchek, Mark. Series: Genetic and Evolutionary Computation. Num Pages: 241 pages, 36 black & white illustrations, 32 colour illustrations, 30 black & white tables, biograp. BIC Classification: UMB; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 379. . 2016. Softcover reprint of the original 1st ed. 2014. Paperback. . . . . N� de r�f. du vendeur V9781493955633

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Genetic Programming Theory and Practice XI

Rick Riolo

Edit� par Springer New York (2016)

ISBN 10 : 1493955632 ISBN 13 : 9781493955633

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Description du livre Taschenbuch. 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 in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud - communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3)The need for model analysis workflows for insight generation based on generated GP solutions - model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. 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 9781493955633

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Genetic Programming Theory and Practice XI

Riolo, Rick|Moore, Jason H.|Kotanchek, Mark

Edit� par Springer New York (2016)

ISBN 10 : 1493955632 ISBN 13 : 9781493955633

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Description du livre 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 GPDemonstrates large-scale applications of GP to a variety of problem domainsReveals an inspiring synergy . N� de r�f. du vendeur 447956571

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Genetic Programming Theory and Practice

. Ed(s): Riolo, Rick; Moore, Jason H.; Kotanchek, Mark

Edit� par Springer-Verlag New York Inc. (2016)

ISBN 10 : 1493955632 ISBN 13 : 9781493955633

Neuf Couverture souple Quantit� disponible : 15

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Kennys Bookstore
(Olney, MD, Etats-Unis)

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Description du livre Etat : New. "The work described in this book was first presented at the Eleventh Workshop on Genetic Programming, Theory and Practice, organized by the Center for the Study of Complex Systems at the University of Michigan, Ann Arbor, held on May 9-11, 2013"--Preface. Editor(s): Riolo, Rick; Moore, Jason H.; Kotanchek, Mark. Series: Genetic and Evolutionary Computation. Num Pages: 241 pages, 36 black & white illustrations, 32 colour illustrations, 30 black & white tables, biograp. BIC Classification: UMB; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 13. Weight in Grams: 379. . 2016. Softcover reprint of the original 1st ed. 2014. Paperback. . . . . Books ship from the US and Ireland. N� de r�f. du vendeur V9781493955633

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