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Genetic Programming Theory and Practice
. Ed(S): Riolo, Rick; Moore, Jason H.; Kotanchek, Mark
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Description for Genetic Programming Theory and Practice
Paperback. "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.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2016
Publisher
Springer-Verlag New York Inc. United States
Number of pages
241
Condition
New
Series
Genetic and Evolutionary Computation
Number of Pages
227
Place of Publication
New York, United States
ISBN
9781493955633
SKU
V9781493955633
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Genetic Programming Theory and Practice
“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 ... Read more