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Genetic Programming Theory and Practice XIX

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Description

This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year´s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the art in GP research.
Release date NZ
March 12th, 2023
Audience
  • Professional & Vocational
Contributors
  • Edited by Leonardo Trujillo
  • Edited by Sara Silva
  • Edited by Stephan M. Winkler
  • Edited by Wolfgang Banzhaf
Illustrations
93 Illustrations, color; 11 Illustrations, black and white; XIV, 262 p. 104 illus., 93 illus. in color.
Pages
262
ISBN-13
9789811984594
Product ID
36067219

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