The Dichotomy for Conservative Constraint Satisfaction is Polynomially Decidable

Clément Carbonnel

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arXiv · 1604.07063

The Dichotomy for Conservative Constraint Satisfaction is Polynomially Decidable

Clément Carbonnel

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Abstract

Given a fixed constraint language $\Gamma$, the conservative CSP over $\Gamma$ (denoted by c-CSP($\Gamma$)) is a variant of CSP($\Gamma$) where the domain of each variable can be restricted arbitrarily. A dichotomy is known for conservative CSP: for every fixed language $\Gamma$, c-CSP($\Gamma$) is either in P or NP-complete. However, the characterization of conservatively tractable languages is of algebraic nature and the naive recognition algorithm is super-exponential in the domain size. The main contribution of this paper is a polynomial-time algorithm that, given a constraint language $\Gamma$ as input, decides if c-CSP($\Gamma$) is tractable. In addition, if $\Gamma$ is proven tractable the algorithm also outputs its coloured graph, which contains valuable information on the structure of $\Gamma$.

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Clément Carbonnel. 2016-04-24. The Dichotomy for Conservative Constraint Satisfaction is Polynomially Decidable. https://arxiv.org/abs/1604.07063

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