Swarm Intelligence Based Optimization: Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016, Revised Selected Papers (Lecture Notes in Computer Science)
暫譯: 基於群體智慧的優化:第二屆國際會議 ICSIBO 2016,法國穆爾豪斯,2016年6月13-14日,修訂選擇論文(計算機科學講義)
- 出版商: Springer
- 出版日期: 2016-11-25
- 售價: $2,040
- 貴賓價: 9.5 折 $1,938
- 語言: 英文
- 頁數: 136
- 裝訂: Paperback
- ISBN: 3319503065
- ISBN-13: 9783319503066
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相關分類:
ARM、Computer-Science
海外代購書籍(需單獨結帳)
商品描述
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Swarm Intelligence Based Optimization, ICSIBO 2016, held in Mulhouse, France, in June 2016. The 9 full papers presented were carefully reviewed and selected from 20 submissions. They are centered around the following topics: theoretical advances of swarm intelligence metaheuristics; combinatorial discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large scale optimization; artificial immune systems, particle swarms, ant colony, bacterial forging, artificial bees, fireflies algorithm; hybridization of algorithms; parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles; adaptation and applications of swarm intelligence principles to real world problems in various domains.
商品描述(中文翻譯)
本書是第二屆國際群體智慧優化會議(ICSIBO 2016)經過徹底審稿的會後論文集,該會議於2016年6月在法國穆爾豪斯舉行。所呈現的9篇完整論文是從20篇投稿中仔細審核和選出的。這些論文圍繞以下主題展開:群體智慧元啟發式演算法的理論進展;組合離散、二元、約束、多目標、多模態、動態、噪聲及大規模優化;人工免疫系統、粒子群、蟻群、細菌觸發、人工蜜蜂、螢火蟲演算法;演算法的混合;基於群體智慧原則的平行/分散計算、機器學習、資料探勘、資料聚類、決策制定及多代理系統;群體智慧原則在各個領域的實際問題中的適應與應用。