Advances in Swarm Intelligence: 7th International Conference, ICSI 2016, Bali, Indonesia, June 25-30, 2016, Proceedings, Part I (Lecture Notes in Computer Science)
暫譯: 群體智慧的進展:第七屆國際會議 ICSI 2016,印尼巴厘島,2016年6月25-30日,會議論文集,第一部分(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2016-06-15
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 688
  • 裝訂: Paperback
  • ISBN: 3319409999
  • ISBN-13: 9783319409993
  • 相關分類: ARMComputer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

 

This two-volume set LNCS 9712 and LNCS 9713 constitutes the refereed proceedings of the 7th International Conference on Swarm Intelligence, ICSI 2016, held in Bali, Indonesia, in June 2016. The 130 revised regular papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in 22 cohesive sections covering major topics of swarm intelligence and related areas such as trend and models of swarm intelligence research; novel swarm-based optimization algorithms; swarming behaviour; some swarm intelligence algorithms and their applications; hybrid search optimization; particle swarm optimization; PSO applications; ant colony optimization; brain storm optimization; fireworks algorithms; multi-objective optimization; large-scale global optimization; biometrics; scheduling and planning; machine learning methods; clustering algorithm; classification; image classification and encryption; data mining; sensor networks and social networks; neural networks; swarm intelligence in management decision making and operations research; robot control; swarm robotics; intelligent energy and communications systems; and intelligent and interactive and tutoring systems. 

商品描述(中文翻譯)

這兩卷的 LNCS 9712 和 LNCS 9713 是第七屆國際群體智慧會議(ICSI 2016)的經過審核的會議論文集,該會議於 2016 年 6 月在印尼巴厘島舉行。所呈現的 130 篇修訂過的常規論文是從 231 篇投稿中仔細審核和選出的。這些論文被組織成 22 個緊密相關的部分,涵蓋了群體智慧及相關領域的主要主題,例如群體智慧研究的趨勢和模型;新穎的基於群體的優化算法;群體行為;一些群體智慧算法及其應用;混合搜索優化;粒子群優化(Particle Swarm Optimization, PSO);PSO 應用;螞蟻群優化;腦力激盪優化;煙火算法;多目標優化;大規模全局優化;生物識別;排程與規劃;機器學習方法;聚類算法;分類;圖像分類與加密;資料探勘;感測器網路與社交網路;神經網路;群體智慧在管理決策和運營研究中的應用;機器人控制;群體機器人;智能能源與通訊系統;以及智能互動與輔導系統。

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