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Titlebook: Metaheuristics for Scheduling in Industrial and Manufacturing Applications; Fatos Xhafa,Ajith Abraham Book 2008 Springer-Verlag Berlin Hei

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書目名稱Metaheuristics for Scheduling in Industrial and Manufacturing Applications
編輯Fatos Xhafa,Ajith Abraham
視頻videohttp://file.papertrans.cn/632/631377/631377.mp4
概述First book on scheduling problems in Grid, P2P and other Emergent Computational Systems.Includes supplementary material:
叢書名稱Studies in Computational Intelligence
圖書封面Titlebook: Metaheuristics for Scheduling in Industrial and Manufacturing Applications;  Fatos Xhafa,Ajith Abraham Book 2008 Springer-Verlag Berlin Hei
描述During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments [8]. For instance, in optimization and computer science, scheduling has been de?ned as “the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way” and in production as “production schedule, i. e. , the planning of the production or the sequence of operations according to which jobs pass through machines and is optimal with respect to certain optimization criteria. ” Although there is a standardized form of stating any scheduling problem, namely “e?cient allocation ofn jobs onm machines –which can process no more than one activity at a time– with the objective to optimize some - jective function of the job completion times”, scheduling is in fact a family of problems. Indeed, several parameters intervene in the problem de?nition: (a) job characteristics (preemptive or not, precedence constraints, release dates, etc
出版日期Book 2008
關(guān)鍵詞Lot sizing and Manufacturing systems; Meta-Heuristics; Multiprocessor scheduling; Production Scheduling
版次1
doihttps://doi.org/10.1007/978-3-540-78985-7
isbn_softcover978-3-642-09778-2
isbn_ebook978-3-540-78985-7Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2008
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Heuristics and meta-heuristics for lot sizing and scheduling in the soft drinks industry: a compariso far are surveyed and conceptually compared. Two different approaches have been selected to perform a series of computational comparisons: an evolutionary technique comprising a genetic algorithm and its memetic version, and a decomposition and relaxation approach.
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Scatter Search Algorithms for Identical Parallel Machine Scheduling Problems,ults obtained through Scatter Search. We present insights in the development of this heuristic technique, and discuss the combinatorial difficulties of the problems through the analysis of extensive computational results.
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Solving Scheduling Problems by Evolutionary Algorithms for Graph Coloring Problem,he performance of the proposed algorithm is verified by computer experiments on the set of benchmark graphs instances (DIMACS). Additional experiments were done on benchmark graph for timetabling problem.
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