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Computer Science > Computational Complexity

arXiv:2311.00882v2 (cs)
[Submitted on 1 Nov 2023 (v1) , revised 17 Nov 2023 (this version, v2) , latest version 16 Sep 2024 (v3) ]

Title: Semidefinite programming and linear equations vs. homomorphism problems

Title: 半定规划和线性方程与同态问题

Authors:Lorenzo Ciardo, Stanislav Živný
Abstract: We introduce a relaxation for homomorphism problems that combines semidefinite programming with linear Diophantine equations, and propose a framework for the analysis of its power based on the spectral theory of association schemes. We use this framework to establish an unconditional lower bound against the semidefinite programming + linear equations model, by showing that the relaxation does not solve the approximate graph homomorphism problem and thus, in particular, the approximate graph colouring problem.
Abstract: 我们为同态问题引入了一种松弛方法,该方法结合了半定规划与线性不定方程,并提出了一个基于关联方案谱理论的分析框架。 我们利用这个框架建立了一个针对半定规划 + 线性方程模型的无条件下界,通过证明该松弛方法无法解决近似图同态问题,从而特别地,无法解决近似图着色问题。
Subjects: Computational Complexity (cs.CC) ; Discrete Mathematics (cs.DM); Data Structures and Algorithms (cs.DS); Optimization and Control (math.OC)
Cite as: arXiv:2311.00882 [cs.CC]
  (or arXiv:2311.00882v2 [cs.CC] for this version)
  https://doi.org/10.48550/arXiv.2311.00882
arXiv-issued DOI via DataCite

Submission history

From: Stanislav Živný [view email]
[v1] Wed, 1 Nov 2023 22:15:19 UTC (70 KB)
[v2] Fri, 17 Nov 2023 05:02:40 UTC (70 KB)
[v3] Mon, 16 Sep 2024 19:55:38 UTC (68 KB)
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