正題名/作者 : Evolutionary computation in combinatorial optimization/ edited by Arnaud Liefooghe, Manuel Lopez-Ibanez.
其他題名 : 18th European Conference, EvoCOP 2018, Parma, Italy, April 4-6, 2018 : proceedings /
其他題名 : EvoCOP 2018
其他作者 : Liefooghe, Arnaud.
團體作者 : EvoCOP (Conference)
出版者 : Cham :Springer International Publishing :2018.
面頁冊數 : xiv, 189 p. :ill., digital ;24 cm.
Contained By : Springer eBooks
標題 : Evolutionary computation - Congresses. -
電子資源 : 線上閱讀(Springer)
ISBN : 9783319774497$q(electronic bk.)
ISBN : 9783319774480$q(paper)
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520 $aThis book constitutes the refereed proceedings of the 18th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 events EuroGP, EvoMUSART and EvoApplications. The 12 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics, to their accurate design and application to both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration by means of automatic algorithm configuration and hyper-heuristics. Applications cover conventional academic domains such as NK landscapes, binary quadratic programming, traveling salesman, vehicle routing, or scheduling problems, and also include real-world domains in clustering, commercial districting and winner determination.
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650 0$aCombinatorial optimization$xData processing$vCongresses.$3417022
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650 24$aAlgorithm Analysis and Problem Complexity.$3402403
650 24$aArtificial Intelligence (incl. Robotics)$3401781
650 24$aDiscrete Mathematics in Computer Science.$3406585
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