| 书目名称 | Introduction to Evolutionary Computing |
| 编辑 | A.E. Eiben,J.E. Smith |
| 视频video | |
| 概述 | New edition of well-established undergraduate textbook revised to offer an integrated view on evolution-based problem-solving algorithms.Includes a new chapter on evolutionary robotics.Combines chapte |
| 丛书名称 | Natural Computing Series |
| 图书封面 |  |
| 描述 | .The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field..The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.. |
| 出版日期 | Textbook 2015Latest edition |
| 关键词 | Estimation of Distribution Algorithms (EDA); Evolution Strategies (ES); Evolutionary Algorithm (EA); Ev |
| 版次 | 2 |
| doi | https://doi.org/10.1007/978-3-662-44874-8 |
| isbn_softcover | 978-3-662-49985-6 |
| isbn_ebook | 978-3-662-44874-8Series ISSN 1619-7127 Series E-ISSN 2627-6461 |
| issn_series | 1619-7127 |
| copyright | Springer-Verlag GmbH Germany, part of Springer Nature 2015 |
发表于 2025-3-21 19:32:49
