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Genetic Programming Theory and Practice XVII - 2020 ed.

By: (Edited by) Bill Worzel , (Edited by) Erik Goodman , (Edited by) Leigh Sheneman , (Edited by) Leonardo Trujillo , (Edited by) Wolfgang Banzhaf

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Ksh 25,200.00

Format: Paperback / Softback

ISBN-10: 3030399605

ISBN-13: 9783030399603

Edition: 2020 ed.

Series: Genetic and Evolutionary Computation

Publisher: Springer Nature Switzerland AG

Imprint: Springer Nature Switzerland AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: May 8th, 2021

Print length: 409 Pages

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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.

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.




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