Counting graph homomorphisms and its generalizations such as the Counting Constraint Satisfaction Problem (CSP), its variations, and counting problems in general have been intensively studied since the pioneering work of Valiant. While the complexity of exact counting of graph homomorphisms (Dyer and Greenhill, 2000) and the counting CSP (Bulatov, 2013, and Dyer and Richerby, 2013) is well understood, counting modulo some natural number has attracted considerable interest as well. In their 2015 paper Faben and Jerrum suggested a conjecture stating that counting homomorphisms to a fixed graph H modulo a prime number is hard whenever it is hard to count exactly, unless H has automorphisms of certain kind. In this paper we confirm this conjecture. As a part of this investigation we develop techniques that widen the spectrum of reductions available for modular counting and apply to the general CSP rather than being limited to graph homomorphisms.
翻译:计算图形同质性及其概括性,如“计算限制满意度问题 ” ( CSP ), 其差异,以及一般的计数问题,自维拉提的开创性工作以来就一直在深入研究。虽然精确计算图形同质性的复杂性(Dyer和Greenhill,2000年)和计算CSP(Bulatov,2013年;Dyer和Richerby,2013年)已经广为人知,但计数某些自然数字也引起了相当大的兴趣。在2015年的论文Faben和Jerrum中,一个猜测指出,将同质性计算到固定的图形Hmodulo中,一个质数很难计算,除非H有某种类型的自体性。在本文中,我们确认了这一推论。作为这项调查的一部分,我们开发技术,扩大模块计数的削减范围,并适用于通用的CSP,而不是局限于图形同质性。