Evolutionary Computation in Combinatorial Optimization: 16th European Conference, EvoCOP 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings (Lecture Notes in Computer Science)

  • 出版商: Springer
  • 出版日期: 2016-03-16
  • 售價: $2,370
  • 貴賓價: 9.5$2,252
  • 語言: 英文
  • 頁數: 280
  • 裝訂: Paperback
  • ISBN: 3319306979
  • ISBN-13: 9783319306971
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book constitutes the refereed proceedings of the 16th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications.
The 17 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover methodology, applications and theoretical studies. The methods included evolutionary and memetic algorithms, variable neighborhood search, particle swarm optimization, hyperheuristics, mat-heuristic and other adaptive approaches. Applications included both traditional domains, such as graph coloring, vehicle routing, the longest common subsequence problem, the quadratic assignment problem; and new(er) domains such as the traveling thief problem, web service location, and finding short addition chains. The theoretical studies involved fitness landscape analysis, local search and recombination operator analysis, and the big valley search space hypothesis. The consideration of multiple objectives, dynamic and noisy environments was also present in a number of articles.

商品描述(中文翻譯)

本書為第十六屆歐洲進化計算在組合優化中的會議(EvoCOP 2016)的經過審稿的會議論文集,該會議於2016年3月/4月在葡萄牙波爾圖舉行,並與Evo*2015的EuroGP、EvoMUSART和EvoApplications活動同時舉辦。
本次會議共呈現了17篇經過修訂的完整論文,這些論文是從44篇投稿中精心審核和選出的。論文涵蓋了方法論、應用和理論研究。所採用的方法包括進化算法和模擬算法、變數鄰域搜尋、粒子群優化、超啟發式、數學啟發式及其他自適應方法。應用範疇包括傳統領域,如圖著色、車輛路徑規劃、最長公共子序列問題、二次指派問題;以及較新的領域,如旅行盜賊問題、網路服務位置和尋找短加法鏈。理論研究涉及適應度景觀分析、局部搜尋和重組運算子分析,以及大谷搜尋空間假說。多目標考量、動態和噪音環境的探討也出現在多篇文章中。

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