Items related to Genetic Programming Theory and Practice XI (Genetic...
Synopsis
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.
"synopsis" may belong to another edition of this title.
Review
“This volume is a collection of 12 papers ... authored by leading theorists and practitioners of GP, and submitted for the Genetic Programming Theory and Practice (GPTP) workshop held at the University of Michigan on May 9-11, 2013. This collection will interest GP researchers and practitioners with sufficient background in artificial intelligence, evolved analytics, and smart systems.” (Anoop Malaviya, Computing Reviews, December, 2015)
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2016
- ISBN 10 1493955632
- ISBN 13 9781493955633
- BindingPaperback
- Number of pages241
- EditorRiolo Rick, Moore Jason H., Kotanchek Mark
Buy New
Learn more about this copy
£ 45.99
Shipping:
£ 1.98
Within U.S.A.
Other Popular Editions of the Same Title
Top Search Results from the AbeBooks Marketplace
Seller Image
Genetic Programming Theory and Practice 11
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 27024031-n
Quantity: 5 available
Seller Image
Genetic Programming Theory and Practice XI (Genetic and Evolutionary Computation) [Paperback ]
Print on DemandSeller: booksXpress, Bayonne, NJ, U.S.A.
Seller rating 4 out of 5 stars
Soft Cover. Condition: new. This item is printed on demand. Seller Inventory # 9781493955633
Quantity: 10 available
Stock Image
Genetic Programming Theory and Practice XI (Genetic and Evolutionary Computation)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar2716030186911
Quantity: Over 20 available
Stock Image
Genetic Programming Theory and Practice XI
Print on DemandSeller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. PRINT ON DEMAND Book; New; Fast Shipping from the UK. No. book. Seller Inventory # ria9781493955633_lsuk
Quantity: Over 20 available
Seller Image
Genetic Programming Theory and Practice 11
Seller: GreatBookPricesUK, Castle Donington, DERBY, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 27024031-n
Quantity: 5 available
Stock Image
Genetic Programming Theory and Practice 11
Published by
Springer-Verlag New York Inc, 2016
ISBN 10: 1493955632
ISBN 13: 9781493955633
New
Paperback
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. reprint edition. 241 pages. 9.25x6.10x0.58 inches. In Stock. Seller Inventory # x-1493955632
Quantity: 2 available
Seller Image
Genetic Programming Theory and Practice XI
Published by
Springer New York Aug 2016, 2016
ISBN 10: 1493955632
ISBN 13: 9781493955633
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: 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. Seller Inventory # 9781493955633
Quantity: 2 available
Stock Image
Genetic Programming Theory and Practice XI
Published by
Springer-Verlag New York Inc., 2016
ISBN 10: 1493955632
ISBN 13: 9781493955633
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days. Seller Inventory # C9781493955633
Quantity: Over 20 available
Seller Image
Genetic Programming Theory and Practice XI
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: 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. Seller Inventory # 9781493955633
Quantity: 1 available
Seller Image
Genetic Programming Theory and Practice XI
Print on DemandSeller: moluna, Greven, Germany
Seller rating 5 out of 5 stars
Condition: 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 . Seller Inventory # 447956571
Quantity: Over 20 available