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Genetic Programming Theory and Practice XVIII (Genetic and Evolutionary Computation) - Softcover

 
9789811681158: Genetic Programming Theory and Practice XVIII (Genetic and Evolutionary Computation)
Softcover
ISBN 10: 9811681155 ISBN 13: 9789811681158
Verlag: Springer, 2023

Inhaltsangabe

This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.  In this year’s edition, the topics covered include many of the most important issues and research questions in the field, such as opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms. The book includes 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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Über die Autorin bzw. den Autor

Wolfgang Banzhaf is a professor in the Department of Computer Science and Engineering at Michigan State University.

Von der hinteren Coverseite

This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.  In this year’s edition, the topics covered include many of the most important issues and research questions in the field, such as opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms. The book includes 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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Verlag
Springer
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
9811681155
ISBN 13 
9789811681158
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
228
Herausgeber
Banzhaf Wolfgang, Trujillo Leonardo, Winkler Stephan, Worzel Bill
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