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Book 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 details

Book category Books in English Computing & information technology Computer science Mathematical theory of computation

• Full title: Genetic Programming Theory and Practice XVIII
• Author: Wolfgang Banzhaf, Leonardo Trujillo, Stephan Winkler, Bill Worzel
• Language: English
• Binding: Paperback
• Number of pages: 212
• EAN: 9789811681158
• ID: 42825870
• Publisher: Springer, Berlin
• Weight: 326 g
• Dimensions: 235 × 155 mm
• Date of publishing: 26. February 2023

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