Piecewise Linear Valued Constraint Satisfaction Problems with Fixed Number of Variables

preprint2020arXivOpen access

Abstract

Many combinatorial optimisation problems can be modelled as valued constraint satisfaction problems. In this paper, we present a polynomial-time algorithm solving the valued constraint satisfaction problem for a fixed number of variables and for piecewise linear cost functions. Our algorithm finds the infimum of a piecewise linear function and decides whether it is a proper minimum.

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