# Beyond #CSP: A Dichotomy for Counting Weighted Eulerian Orientations   with ARS

**Authors:** Jin-Yi Cai, Zhiguo Fu, Shuai Shao

arXiv: 1904.02362 · 2021-04-13

## TL;DR

This paper classifies the computational complexity of counting weighted Eulerian orientations with arrow reversal symmetry, establishing a dichotomy that they are either polynomial-time solvable or #P-hard, and reveals a deep connection with weighted #CSP problems.

## Contribution

It introduces a new prime factorization framework for constraint functions and proves a complexity dichotomy for these orientation problems, linking them to weighted #CSPs through structural analysis.

## Key findings

- All such problems are either polynomial-time computable or #P-hard.
- Weighted Eulerian orientation problems encompass all weighted Boolean #CSPs.
- A novel structural connection between #CSP and Eulerian orientations is established.

## Abstract

We define and explore a notion of unique prime factorization for constraint functions, and use this as a new tool to prove a complexity classification for counting weighted Eulerian orientation problems with arrow reversal symmetry (ARS). We prove that all such problems are either polynomial-time computable or #P-hard. We show that the class of weighted Eulerian orientation problems subsumes all weighted counting constraint satisfaction problems (#CSP) on Boolean variables. More significantly, we establish a novel connection between #CSP and counting weighted Eulerian orientation problems that is global in nature. This connection is based on a structural determination of all half-weighted affine linear subspaces over $\mathbb{Z}_2$, which is proved using M\"obius inversion.

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/1904.02362/full.md

## References

35 references — full list in the complete paper: https://tomesphere.com/paper/1904.02362/full.md

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Source: https://tomesphere.com/paper/1904.02362