可满足性问题的复杂性

T. Schaefer
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引用次数: 1976

摘要

一个给定的合取范式命题公式是否可满足的判定问题已经得到了广泛的研究。如果已知,当限制到每个子句只有两个字面量的公式时,这个问题有一个有效的(多项式时间的)解决方案。但是对于每个子句有三个字面量的公式来说,同样的问题是np完全的,因此可能没有任何有效的解决方案。本文考虑了一类包含这两个特殊问题的无限可满足问题,并证明了该类的每一个成员都是多项式时间可决的或np完全的。由此得到的新np完全问题的无穷集对于寻找其他新的np完全问题是非常有用的。对多项式时间可决定情况的分类产生了在多项式时间和不确定对数空间中完全的新问题。我们还考虑了一类类似的问题,涉及量化公式,其性质是每个元素在多项式空间中要么是多项式时间可决定的,要么是完全的。
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The complexity of satisfiability problems
The problem of deciding whether a given propositional formula in conjunctive normal form is satisfiable has been widely studied. I t is known that, when restricted to formulas having only two literals per clause, this problem has an efficient (polynomial-time) solution. But the same problem on formulas having three literals per clause is NP-complete, and hence probably does not have any efficient solution. In this paper, we consider an infinite class of satisfiability problems which contains these two particular problems as special cases, and show that every member of this class is either polynomial-time decidable or NP-complete. The infinite collection of new NP-complete problems so obtained may prove very useful in finding other new NP-complete problems. The classification of the polynomial-time decidable cases yields new problems that are complete in polynomial time and in nondeterministic log space. We also consider an analogous class of problems, involving quantified formulas, which has the property that every member is either polynomial time decidable or complete in polynomial space.
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