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商品詳細
Probability Collectives: A Distributed Multi-agent System Approach for Optimization. 2015 ed.
・ISBN 978-3-319-15999-7 hard EUR 99.99
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| 著者・編者 | Kulkarni, Anand Jayant / Tai, Kang / Abraham, Ajith, |
|---|---|
| シリーズ | (Intelligent Systems Reference Library) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2015 |
| ページ数 | 157 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A04-91831＞ |
解説
This book provides an emerging computational intelligence tool in the framework of collective intelligence for modeling and controlling distributed multi-agent systems referred to as Probability Collectives. In the modified Probability Collectives methodology a number of constraint handling techniques are incorporated, which also reduces the computational complexity and improved the convergence and efficiency. Numerous examples and real world problems are used for illustration, which may also allow the reader to gain further insight into the associated concepts.