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商品詳細
Genetic Programming Theory and Practice XV. 2018 ed.
・ISBN 978-3-319-90511-2 hard EUR 89.99
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| 著者・編者 | Banzhaf, Wolfgang / Olson, Randal S. / Tozier, William / Riolo, Rick (eds.), |
|---|---|
| シリーズ | (Genetic and Evolutionary Computation) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2018 |
| ページ数 | 187 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-94977＞ |
解説
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. Topics in this volume include: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers 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.