Computational Complexity of the Minimum Cost Homomorphism Problem on Three-Element Domains

TL;DR

This paper classifies the computational complexity of the minimum cost homomorphism problem on three-element domains, providing a comprehensive understanding of its tractability and hardness in this specific setting.

Contribution

It extends previous classifications by fully determining the complexity of three-element Min-Cost-Hom problems, bridging a gap in the understanding of non-finite-valued languages.

Findings

Complete complexity classification for three-element Min-Cost-Hom.

Identification of tractable and NP-hard cases within the domain.

Extension of prior results on Min-Sol to Min-Cost-Hom.

Abstract

In this paper we study the computational complexity of the (extended) minimum cost homomorphism problem (Min-Cost-Hom) as a function of a constraint language, i.e. a set of constraint relations and cost functions that are allowed to appear in instances. A wide range of natural combinatorial optimisation problems can be expressed as Min-Cost-Homs and a classification of their complexity would be highly desirable, both from a direct, applied point of view as well as from a theoretical perspective. Min-Cost-Hom can be understood either as a flexible optimisation version of the constraint satisfaction problem (CSP) or a restriction of the (general-valued) valued constraint satisfaction problem (VCSP). Other optimisation versions of CSPs such as the minimum solution problem (Min-Sol) and the minimum ones problem (Min-Ones) are special cases of Min-Cost-Hom. The study of VCSPs has recently seen remarkable progress. A complete classification for the complexity of finite-valued languages on arbitrary finite domains has been obtained Thapper and Zivny [STOC'13]. However, understanding the complexity of languages that are not finite-valued appears to be more difficult. Min-Cost-Hom allows us to study problematic languages of this type without having to deal with with the full generality of the VCSP. A recent classification for the complexity of three-element Min-Sol, Uppman [ICALP'13], takes a step in this direction. In this paper we extend this result considerably by determining the complexity of three-element Min-Cost-Hom.