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Implementing Constraint Relaxation over Finite Domains using ATMS

by: Narendra Jussien, Patrice Boizumault

edited by: Michael Jampel, Eugene Freuder, Michael Maher

No. 1106. (1996), pp. 265-280.


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Many real-life Constraint Satisfaction Problems are over-constrained. In order to provide some kind of solution for such problems, this paper proposes a constraint relaxation mechanism fully integrated with the constraint solver. Such a constraint relaxation system must be able to perform two fundamental tasks: identification of constraints to relax and efficient constraint suppression. Assumption-based Truth Maintenance Systems propose a uniform framework to tackle those requirements. The main ...


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