Genetic Programming Theory and Practice XVIII (1st ed. 2022) (Genetic and Evolutionary Computation)

By: Leonardo Trujillo and Wolfgang Banzhaf and Bill Worzel and Stephan Winkler

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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.

Book Quality:: Publisher Quality
ISBN-13:: 9789811681134
Related ISBNs:: 9789811681127
Publisher:: Springer Singapore, Singapore
Date of Addition:: 05/03/22
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Technology, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Bill Worzel
Edited by:: Stephan Winkler
Edited by:: Leonardo Trujillo
Edited by:: Wolfgang Banzhaf