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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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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.
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- PublisherSpringer
- Publication date2018
- ISBN 10 3319905112
- ISBN 13 9783319905112
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages202
- EditorBanzhaf Wolfgang, Olson Randal S., Tozier William, Riolo Rick
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Genetic Programming Theory and Practice XV
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Genetic Programming Theory and Practice XV
Published by
Springer International Publishing Jul 2018, 2018
ISBN 10: 3319905112
ISBN 13: 9783319905112
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Buch. 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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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. 204 pp. Englisch. Seller Inventory # 9783319905112
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Genetic Programming Theory and Practice XV
Published by
Springer International Publishing, 2018
ISBN 10: 3319905112
ISBN 13: 9783319905112
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Buch. 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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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 # 9783319905112
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Genetic Programming Theory and Practice XV
Published by
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ISBN 10: 3319905112
ISBN 13: 9783319905112
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides papers describing cutting-edge work on the theory and applications of genetic programming (GP)Offers large-scale, real-world applications (big data) of GP to a variety of problem domains, including commercial and scientific applications a. Seller Inventory # 220289811
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