书目名称 | Genetic Programming Theory and Practice XV | 编辑 | Wolfgang Banzhaf,Randal S. Olson,Rick Riolo | 视频video | | 概述 | Provides papers describing cutting-edge work on the theory and applications of genetic programming (GP).Offers large-scale, real-world applications (big data) of GP to a variety of problem domains, in | 丛书名称 | Genetic and Evolutionary Computation | 图书封面 |  | 描述 | .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.. | 出版日期 | Conference proceedings 2018 | 关键词 | Genetic Programming; Genetic Programming Theory; Genetic Programming Applications; Symbolic Regression; | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-90512-9 | isbn_softcover | 978-3-030-08031-0 | isbn_ebook | 978-3-319-90512-9Series ISSN 1932-0167 Series E-ISSN 1932-0175 | issn_series | 1932-0167 | copyright | Springer International Publishing AG, part of Springer Nature 2018 |
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