Advances in Swarm Intelligence: 7th International Conference, ICSI 2016, Bali, Indonesia, June 25-30, 2016, Proceedings, Part I (Lecture Notes in Computer Science)

  • 出版商: Springer
  • 出版日期: 2016-06-15
  • 售價: $2,320
  • 貴賓價: 9.5$2,204
  • 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)

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 是第七屆國際蟻群智能會議(ICSI 2016)的審查程序,該會議於2016年6月在印尼峇里舉行。經過仔細審查和選擇,共有130篇修訂後的常規論文被選中,這些論文是從231份投稿中挑選出來的。這些論文被分為22個有關蟻群智能和相關領域的連貫章節,包括蟻群智能研究的趨勢和模型;新穎的基於蟻群的優化算法;蟻群行為;一些蟻群智能算法及其應用;混合搜索優化;粒子群優化;粒子群優化應用;螞蟻群優化;腦風暴優化;煙花算法;多目標優化;大規模全局優化;生物特徵;排程和計劃;機器學習方法;聚類算法;分類;圖像分類和加密;數據挖掘;感測器網絡和社交網絡;神經網絡;蟻群智能在管理決策和運營研究中的應用;機器人控制;蟻群機器人學;智能能源和通信系統;以及智能和互動教學系統。

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