4.5 Article

Solving set-valued constraint satisfaction problems

Journal

COMPUTING
Volume 94, Issue 2-4, Pages 297-311

Publisher

SPRINGER WIEN
DOI: 10.1007/s00607-011-0169-5

Keywords

Constraint propagation; Constraint satisfaction; Contractors; Interval analysis; Set intervals

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In this paper, we consider the resolution of constraint satisfaction problems in the case where the variables of the problem are subsets of R-n. In order to use a constraint propagation approach, we introduce set intervals (named i-sets), which are sets of subsets of R-n with a lower bound and an upper bound with respect to the inclusion. Then, we propose basic operations for i-sets. This makes possible to build contractors that are then used by the propagation to solve problem involving sets as unknown variables. In order to illustrate the principle and the efficiency of the approach, a testcase is provided.

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