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Global Inverse Consistency for Interactive Constraint Satisfaction

Christian Bessière 1 Hélène Fargier 2 Christophe Lecoutre 3
1 COCONUT - Agents, Apprentissage, Contraintes
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
2 IRIT-ADRIA - Argumentation, Décision, Raisonnement, Incertitude et Apprentissage
IRIT - Institut de recherche en informatique de Toulouse
Abstract : Some applications require the interactive resolution of a constraint problem by a human user. In such cases, it is highly desirable that the person who interactively solves the problem is not given the choice to select values that do not lead to solutions. We call this property global inverse consistency. Existing systems simulate this either by maintaining arc consistency after each assignment performed by the user or by compiling offline the problem as a multi-valued decision diagram. In this paper, we define several questions related to global inverse consistency and analyse their complexity. Despite their theoretical intractability, we propose several algorithms for enforcing global inverse consistency and we show that the best version is efficient enough to be used in an interactive setting on several configuration and design problems. We finally extend our contribution to the inverse consistency of tuples.
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Submitted on : Thursday, April 30, 2015 - 10:05:08 AM
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  • HAL Id : hal-01147298, version 1
  • OATAO : 12766

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Christian Bessière, Hélène Fargier, Christophe Lecoutre. Global Inverse Consistency for Interactive Constraint Satisfaction. CP: Principles and Practice of Constraint Programming, Sep 2013, Uppsala, Sweden. pp.159-174. ⟨hal-01147298⟩

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