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Dichotomy for Holant∗ Problems on the Boolean Domain.
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- Author(s): Cai, Jin-Yi1 (AUTHOR) ; Lu, Pinyan2 (AUTHOR); Xia, Mingji3 (AUTHOR)
- Source:
Theory of Computing Systems. 2020, Vol. 64 Issue 8, p1362-1391. 30p.
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- Abstract:
Holant problems are a general framework to study counting problems. Both counting constraint satisfaction problems (#CSP) and graph homomorphisms are special cases. We prove a complexity dichotomy theorem for Holant ∗ (F) , where F is a set of constraint functions on Boolean variables and taking complex values. The constraint functions need not be symmetric functions. We identify four classes of problems which are polynomial time computable; all other problems are proved to be #P-hard. The main proof technique and indeed the formulation of the theorem use holographic algorithms and reductions. By considering these counting problems with the broader scope that allows complex-valued constraint functions, we discover surprising new tractable classes, which are associated with isotropic vectors, i.e., a (non-zero) vector whose dot product with itself is zero. [ABSTRACT FROM AUTHOR]
- Abstract:
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