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Fine-Grained Complexity of Constraint Satisfaction Problems through Partial Polymorphisms: A Survey

Authors :
Miguel Couceiro
Victor Lagerkvist
Lucien Haddad
Source :
ISMVL
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

Constraint satisfaction problems (CSPs) are combinatorial problems with strong ties to universal algebra and clone theory. The recently proved CSP dichotomy theorem states that finite-domain CSPs are always either tractable or NP-complete. However, among the intractable cases there is a seemingly large variance in complexity, which cannot be explained by the classical algebraic approach using polymorphisms. In this contribution we will survey an alternative approach based on partial polymorphisms, which is useful for studying the fine-grained complexity of NP-complete CSPs. Moreover, we will state some challenging open problems in the research field.

Details

Database :
OpenAIRE
Journal :
2019 IEEE 49th International Symposium on Multiple-Valued Logic (ISMVL)
Accession number :
edsair.doi...........7acc6b0795573e7d2b42382186531b1e
Full Text :
https://doi.org/10.1109/ismvl.2019.00037