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Partition functions, also known as homomorphism functions, form a rich family of graph invariants that contain combinatorial invariants such as the number of k-colourings or the number of independent sets of a graph and also the partition…

计算复杂性 · 计算机科学 2009-05-05 Leslie Ann Goldberg , Martin Grohe , Mark Jerrum , Marc Thurley

Holant problems are a framework for the analysis of counting complexity problems on graphs. This framework is simultaneously general enough to encompass many other counting problems on graphs and specific enough to allow the derivation of…

量子物理 · 物理学 2017-02-03 Miriam Backens

We prove a complexity classification theorem that classifies all counting constraint satisfaction problems ($\#$CSP) over Boolean variables into exactly three categories: (1) Polynomial-time tractable; (2) $\#$P-hard for general instances,…

计算复杂性 · 计算机科学 2016-03-24 Jin-yi Cai , Zhiguo Fu

We explore the intricate interdependent relationship among counting problems, considered from three frameworks for such problems: Holant Problems, counting CSP and weighted H-colorings. We consider these problems for general complex valued…

计算复杂性 · 计算机科学 2015-03-14 Jin-Yi Cai , Sangxia Huang , Pinyan Lu

Holant problems are a family of counting problems parameterised by sets of algebraic-complex valued constraint functions, and defined on graphs. They arise from the theory of holographic algorithms, which was originally inspired by concepts…

计算复杂性 · 计算机科学 2025-08-08 Miriam Backens

We prove a complexity dichotomy for Holant problems on the boolean domain with arbitrary sets of real-valued constraint functions. These constraint functions need not be symmetric nor do we assume any auxiliary functions as in previous…

计算复杂性 · 计算机科学 2020-05-19 Shuai Shao , Jin-Yi Cai

We show for a broad class of counting problems, correlation decay (strong spatial mixing) implies FPTAS on planar graphs. The framework for the counting problems considered by us is the Holant problems with arbitrary constant-size domain…

数据结构与算法 · 计算机科学 2012-07-17 Yitong Yin , Chihao Zhang

We consider the complexity of counting homomorphisms from an $r$-uniform hypergraph $G$ to a symmetric $r$-ary relation $H$. We give a dichotomy theorem for $r>2$, showing for which $H$ this problem is in FP and for which $H$ it is…

计算复杂性 · 计算机科学 2010-01-04 Martin Dyer , Leslie Ann Goldberg , Mark Jerrum

We consider the problem of evaluating certain exponential sums. These sums take the form $\sum_{x_1,...,x_n \in Z_N} e^{f(x_1,...,x_n) {2 \pi i / N}} $, where each x_i is summed over a ring Z_N, and f(x_1,...,x_n) is a multivariate…

计算复杂性 · 计算机科学 2015-05-19 Jin-Yi Cai , Xi Chen , Richard Lipton , Pinyan Lu

Graph homomorphism has been studied intensively. Given an m x m symmetric matrix A, the graph homomorphism function is defined as \[Z_A (G) = \sum_{f:V->[m]} \prod_{(u,v)\in E} A_{f(u),f(v)}, \] where G = (V,E) is any undirected graph. The…

计算复杂性 · 计算机科学 2011-10-10 Jin-Yi Cai , Xi Chen , Pinyan Lu

In the present paper we show a dichotomy theorem for the complexity of polynomial evaluation. We associate to each graph H a polynomial that encodes all graphs of a fixed size homomorphic to H. We show that this family is computable by…

计算复杂性 · 计算机科学 2012-10-30 Nicolas de Rugy-Altherre

We discover new P-time computable six-vertex models on planar graphs beyond Kasteleyn's algorithm for counting planar perfect matchings. We further prove that there are no more: Together, they exhaust all P-time computable six-vertex models…

计算复杂性 · 计算机科学 2021-04-14 Jin-Yi Cai , Zhiguo Fu , Shuai Shao

We prove the #P-hardness of the counting problems associated with various satisfiability, graph and combinatorial problems, when restricted to planar instances. These problems include \begin{romannum} \item[{}] {\sc 3Sat, 1-3Sat, 1-Ex3Sat,…

计算复杂性 · 计算机科学 2007-05-23 Harry B. Hunt , Madhav V. Marathe , Venkatesh Radhakrishnan , Richard E. Stearns

The Dichotomy Conjecture for constraint satisfaction problems has been verified for conservative problems (or, equivalently, for list homomorphism problems) by Andrei Bulatov. An earlier case of this dichotomy, for list homomorphisms to…

计算复杂性 · 计算机科学 2010-04-21 Pavol Hell , Arash Rafiey

Deciding whether a graph can be embedded in a grid using only unit-length edges is NP-complete, even when restricted to binary trees. However, it is not difficult to devise a number of graph classes for which the problem is polynomial, even…

数据结构与算法 · 计算机科学 2012-04-13 Vinícius G. P. de Sá , Guilherme D. da Fonseca , Raphael Machado , Celina M. H. de Figueiredo

Trigraph list homomorphism problems (also known as list matrix partition problems) have generated recent interest, partly because there are concrete problems that are not known to be polynomial time solvable or NP-complete. Thus while…

计算复杂性 · 计算机科学 2010-09-03 Tomás Feder , Pavol Hell , David G. Schell , Juraj Stacho

We prove a complete complexity classification theorem for the planar eight-vertex model. For every parameter setting in ${\mathbb C}$ for the eight-vertex model, the partition function is either (1) computable in P-time for every graph, or…

计算复杂性 · 计算机科学 2026-02-13 Austen Fan , Jin-Yi Cai , Shuai Shao , Zhuxiao Tang

The complexity classification of the Holant problem has remained unresolved for the past fifteen years. Counting complex-weighted Eulerian orientation problems, denoted as #EO, is regarded as one of the most significant challenges to the…

计算复杂性 · 计算机科学 2025-04-28 Boning Meng , Juqiu Wang , Mingji Xia

Perfect Matching-Cut is the problem of deciding whether a graph has a perfect matching that contains an edge-cut. We show that this problem is NP-complete for planar graphs with maximum degree four, for planar graphs with girth five, for…

组合数学 · 数学 2021-11-01 Valentin Bouquet , Christophe Picouleau

In this article, we study the computational complexity of counting weighted Eulerian orientations, denoted as \#\textsf{EO}. This problem is considered a pivotal scenario in the complexity classification for \textsf{Holant}, a counting…

计算复杂性 · 计算机科学 2025-04-28 Boning Meng , Juqiu Wang , Mingji Xia