A Proof of CSP Dichotomy Conjecture

Dmitriy Zhuk
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引用次数: 361

Abstract

Many natural combinatorial problems can be expressed as constraint satisfaction problems. This class of problems is known to be NP-complete in general, but certain restrictions on the form of the constraints can ensure tractability. The standard way to parametrize interesting subclasses of the constraint satisfaction problem is via finite constraint languages. The main problem is to classify those subclasses that are solvable in polynomial time and those that are NP-complete. It was conjectured that if a core of a constraint language has a weak near unanimity polymorphism then the corresponding constraint satisfaction problem is tractable, otherwise it is NP-complete.In the paper we present an algorithm that solves Constraint Satisfaction Problem in polynomial time for constraint languages having a weak near unanimity polymorphism, which proves the remaining part of the conjecture.
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CSP二分类猜想的一个证明
许多自然组合问题可以表示为约束满足问题。这类问题通常被认为是np完全的,但是对约束形式的某些限制可以确保可跟踪性。对约束满足问题的有趣子类进行参数化的标准方法是使用有限约束语言。主要问题是对那些在多项式时间内可解的子类和那些np完全的子类进行分类。假设约束语言的核心具有弱的近一致多态性,则约束满足问题是可处理的,否则是np完全的。本文给出了一个在多项式时间内求解具有弱近一致多态性约束语言的约束满足问题的算法,证明了该猜想的剩余部分。
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