Pure-Circuit: Tight Inapproximability for PPAD

IF 2.3 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of the ACM Pub Date : 2024-07-15 DOI:10.1145/3678166
Argyrios Deligkas, John Fearnley, Alexandros Hollender, Themistoklis Melissourgos
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Abstract

The current state-of-the-art methods for showing inapproximability in PPAD arise from the ε-Generalized-Circuit (ε- GCircuit ) problem. Rubinstein (2018) showed that there exists a small unknown constant ε for which ε- GCircuit is PPAD -hard, and subsequent work has shown hardness results for other problems in PPAD by using ε- GCircuit as an intermediate problem. We introduce Pure-Circuit , a new intermediate problem for PPAD , which can be thought of as ε- GCircuit pushed to the limit as ε → 1, and we show that the problem is PPAD -complete. We then prove that ε- GCircuit is PPAD -hard for all ε < 1/10 by a reduction from Pure-Circuit , and thus strengthen all prior work that has used GCircuit as an intermediate problem from the existential-constant regime to the large-constant regime. We show that stronger inapproximability results can be derived by reducing directly from Pure-Circuit . In particular, we prove tight inapproximability results for computing approximate Nash equilibria and approximate well-supported Nash equilibria in graphical games, for finding approximate well-supported Nash equilibria in polymatrix games, and for finding approximate equilibria in threshold games.
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纯电路:PPAD 的严格不可逼近性
目前最先进的显示 PPAD 不可逼近性的方法来自ε-广义电路(ε- GCircuit )问题。Rubinstein(2018)证明存在一个未知的小常数ε,对于该常数,ε- GCircuit 是 PPAD -hard,随后的工作通过使用 ε- GCircuit 作为中间问题,展示了 PPAD 中其他问题的硬度结果。 我们引入了 Pure-Circuit,它是 PPAD 的一个新的中间问题,可以看作是 ε- GCircuit 在 ε → 1 时被推到了极限,我们证明了这个问题是 PPAD -complete 的。然后,我们通过从纯电路(Pure-Circuit)的还原证明,ε- GCircuit 在所有 ε < 1/10 的情况下都是 PPAD -hard,从而加强了之前所有将 GCircuit 作为从存在常数机制到大常数机制的中间问题的工作。 我们证明,从纯电路直接还原可以得到更强的不可逼近性结果。特别是,我们证明了计算图形博弈中的近似纳什均衡和近似支持良好的纳什均衡、寻找多矩阵博弈中的近似支持良好的纳什均衡以及寻找门槛博弈中的近似均衡的严密不可逼近性结果。
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来源期刊
Journal of the ACM
Journal of the ACM 工程技术-计算机:理论方法
CiteScore
7.50
自引率
0.00%
发文量
51
审稿时长
3 months
期刊介绍: The best indicator of the scope of the journal is provided by the areas covered by its Editorial Board. These areas change from time to time, as the field evolves. The following areas are currently covered by a member of the Editorial Board: Algorithms and Combinatorial Optimization; Algorithms and Data Structures; Algorithms, Combinatorial Optimization, and Games; Artificial Intelligence; Complexity Theory; Computational Biology; Computational Geometry; Computer Graphics and Computer Vision; Computer-Aided Verification; Cryptography and Security; Cyber-Physical, Embedded, and Real-Time Systems; Database Systems and Theory; Distributed Computing; Economics and Computation; Information Theory; Logic and Computation; Logic, Algorithms, and Complexity; Machine Learning and Computational Learning Theory; Networking; Parallel Computing and Architecture; Programming Languages; Quantum Computing; Randomized Algorithms and Probabilistic Analysis of Algorithms; Scientific Computing and High Performance Computing; Software Engineering; Web Algorithms and Data Mining
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