These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore 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 volume 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.
Wolfgang Banzhaf & Erik Goodman
Genetic Programming Theory and Practice XVII [PDF ebook]
Genetic Programming Theory and Practice XVII [PDF ebook]
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Język Angielski ● Format PDF ● Strony 409 ● ISBN 9783030399580 ● Rozmiar pliku 11.5 MB ● Redaktor Wolfgang Banzhaf & Erik Goodman ● Wydawca Springer International Publishing ● Miasto Cham ● Kraj CH ● Opublikowany 2020 ● Do pobrania 24 miesięcy ● Waluta EUR ● ID 7447679 ● Ochrona przed kopiowaniem Społeczny DRM