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Karp–Lipton theorem : ウィキペディア英語版
Karp–Lipton theorem

In complexity theory, the Karp–Lipton theorem states that if the boolean satisfiability problem (SAT) can be solved by Boolean circuits with a polynomial number of logic gates, then
:\Pi_2 = \Sigma_2 \, and therefore \mathrm = \Sigma_2. \,
That is, if we assume that NP, the class of nondeterministic polynomial time problems, can be contained in the non-uniform polynomial time complexity class P/poly, then this assumption implies the collapse of the polynomial hierarchy at its second level. Such a collapse is believed unlikely, so the theorem is generally viewed by complexity theorists as evidence for the nonexistence of polynomial size circuits for SAT or for other NP-complete problems. A proof that such circuits do not exist would imply that P ≠ NP. As P/poly contains all problems solvable in randomized polynomial time (Adleman's theorem), the Karp–Lipton theorem is also evidence that the use of randomization does not lead to polynomial time algorithms for NP-complete problems.
The Karp–Lipton theorem is named after Richard M. Karp and Richard J. Lipton, who first proved it in 1980. (Their original proof collapsed PH to \Sigma_3, but Michael Sipser improved it to \Sigma_2.)
Variants of the theorem state that, under the same assumption, MA = AM, and PH collapses to complexity class. There are stronger conclusions possible if PSPACE, or some other complexity classes are assumed to have polynomial-sized circuits; see P/poly. If NP is assumed to be a subset of BPP (which is a subset of P/poly), then the polynomial hierarchy collapses to BPP.〔S. Zachos, Probabilistic quantifiers and games, 1988〕 If coNP is assumed to be subset of NP/poly, then the polynomial hierarchy collapses to its third level.
== Intuition ==
Suppose that polynomial sized circuits for SAT not only exist, but also that they could be constructed by a polynomial time algorithm. Then this supposition implies that SAT itself could be solved by a polynomial time algorithm that constructs the circuit and then applies it. That is, efficiently constructible circuits for SAT would lead to a stronger collapse, P = NP.
The assumption of the Karp–Lipton theorem, that these circuits exist, is weaker. But it is still possible for an algorithm in the complexity class \Sigma_2 to ''guess'' a correct circuit for SAT. The complexity class \Sigma_2 describes problems of the form
:\exists x\forall y\;\psi(x,y)
where \psi is any polynomial-time computable predicate. The existential power of the first quantifier in this predicate can be used to guess a correct circuit for SAT, and the universal power of the second quantifier can be used to verify that the circuit is correct. Once this circuit is guessed and verified, the algorithm in class \Sigma_2 can use it as a subroutine for solving other problems.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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