Advances in Swarm Intelligence: 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part I (Lecture Notes in Computer Science)

Advances in Swarm Intelligence: 8th International Conference, ICSI 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings, Part I (Lecture Notes in Computer Science)
  • 出版商: Springer
  • 出版日期: 2017-06-26
  • 售價: $2,370
  • 貴賓價: 9.5 折 $2,252
  • 語言: 英文
  • 頁數: 660
  • 裝訂: Paperback
  • ISBN: 3319618237
  • ISBN-13: 9783319618234
  • 相關分類: ARM、Computer-Science

    • 海外代購書籍(需單獨結帳)

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商品描述

The two-volume set of LNCS 10385 and 10386, constitutes the proceedings of the 8th International Confrence on Advances in Swarm Intelligence, ICSI 2017, held in Fukuoka, Japan, in July/August 2017. 
The total of 133 papers presented in these volumes was carefully reviewed and selected from 267 submissions. The paper were organized in topical sections as follows:

Part I: theories and models of swarm intelligence; novel swarm-based optimization algorithms; particle swarm optimization; applications of particle swarm optimization; ant colony optimization; artificial bee colony algorithms; genetic algorithms; differential evolution; fireworks algorithm; brain storm optimization algorithm; cuckoo searh; and firefly algorithm. 
Part II: multi-objective optimization; portfolio optimization; community detection; multi-agent systems and swarm robotics; hybrid optimization algorithms and applications; fuzzy and swarm approach; clustering and forecast; classification and detection; planning and routing problems; dialog system applications; robotic control; and other applications. 

商品描述(中文翻譯)

LNCS 10385 和 10386 這兩卷書是第八屆國際群體智慧進展會議（ICSI 2017）的會議論文集，該會議於2017年7月/8月在日本福岡舉行。這兩卷中共收錄了133篇論文，這些論文是從267篇投稿中經過仔細審核和選擇而來。論文的組織主題如下：

第一部分：群體智慧的理論與模型；新穎的基於群體的優化演算法；粒子群優化；粒子群優化的應用；蟻群優化；人工蜜蜂群演算法；遺傳演算法；差分演化；煙火演算法；腦力風暴優化演算法；杜鵑搜尋；以及螢火蟲演算法。

第二部分：多目標優化；投資組合優化；社群偵測；多代理系統與群體機器人；混合優化演算法及其應用；模糊與群體方法；聚類與預測；分類與偵測；規劃與路由問題；對話系統應用；機器人控制；以及其他應用。

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