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  Cost-filtering Algorithms for the two Sides of the Sum of Weights of Distinct Values Constraint

Beldiceanu, N., Carlsson, M., & Thiel, S.(2002). Cost-filtering Algorithms for the two Sides of the Sum of Weights of Distinct Values Constraint (SICS-T-2002:14-SE). Uppsala, Sweden: Swedish Institute of Computer Science.

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 作成者:
Beldiceanu, Nicolas1, 著者
Carlsson, Mats1, 著者
Thiel, Sven2, 著者           
所属:
1External Organizations, ou_persistent22              
2Algorithms and Complexity, MPI for Informatics, Max Planck Society, ou_24019              

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 要旨: This article introduces the sum of weights of distinct values constraint, which can be seen as a generalization of the number of distinct values as well as of the alldifferent, and the relaxed alldifferent constraints. This constraint holds if a cost variable is equal to the sum of the weights associated to the distinct values taken by a given set of variables. For the first aspect, which is related to domination, we present four filtering algorithms. Two of them lead to perfect pruning when each domain variable consists of one set of consecutive values, while the two others take advantage of holes in the domains. For the second aspect, which is connected to maximum matching in a bipartite graph, we provide a complete filtering algorithm for the general case. Finally we introduce several generic deduction rules, which link both aspects of the constraint. These rules can be applied to other optimization constraints such as the minimum weight alldifferent constraint or the global cardinality constraint with costs. They also allow taking into account external constraints for getting enhanced bounds for the cost variable. In practice, the sum of weights of distinct values constraint occurs in assignment problems where using a resource once or several times costs the same. It also captures domination problems where one has to select a set of vertices in order to control every vertex of a graph.

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言語: eng - English
 日付: 2002
 出版の状態: 出版
 ページ: -
 出版情報: Uppsala, Sweden : Swedish Institute of Computer Science
 目次: -
 査読: -
 識別子(DOI, ISBNなど): Reportnr.: SICS-T-2002:14-SE
BibTex参照ID: BCT2002:SumOfWeights
 学位: -

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出版物 1

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出版物名: SICS Technical Report
種別: 連載記事
 著者・編者:
所属:
出版社, 出版地: Kista : Swedish Institute of Computer Science
ページ: - 巻号: - 通巻号: - 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): ISSN: 1100-3154