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

 
9789811681127: Genetic Programming Theory and Practice XVIII (Genetic and Evolutionary Computation)
Hardcover
ISBN 10: 9811681120 ISBN 13: 9789811681127
Publisher: Springer, 2022

Synopsis

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.

"synopsis" may belong to another edition of this title.

About the Author

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

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2022
Language
English
ISBN 10 
9811681120
ISBN 13 
9789811681127
Binding
Hardcover
Edition number
1
Number of pages
226
Editor
Banzhaf Wolfgang, Trujillo Leonardo, Winkler Stephan, Worzel Bill

Other Popular Editions of the Same Title

9789811681158: Genetic Programming Theory and Practice XVIII (Genetic and Evolutionary Computation)

Featured Edition

ISBN 10:  9811681155 ISBN 13:  9789811681158
Publisher: Springer, 2023
Softcover