Math 2.0

Computer science Randomized, circuit, counting and interactive complexity Theorem

Karp–Lipton theorem

Builds on P/polyNPPolynomial hierarchyBoolean satisfiability problemBPP

Statement

If NP⊆P/poly\mathrm{NP} \subseteq \mathrm{P/poly}, then the polynomial hierarchy collapses to its second level: PH=Σ2p=Π2p.\mathrm{PH} = \Sigma_2^p = \Pi_2^p. Here P/poly is the class of languages with polynomial-size circuits and NP is nondeterministic polynomial time.

Remarks

It suffices to show Π2p⊆Σ2p\Pi_2^p \subseteq \Sigma_2^p. Take a Π2p\Pi_2^p language given by x∈L  ⟺  ∀y ∃z R(x,y,z)x \in L \iff \forall y \, \exists z \, R(x, y, z) with RR in P and y,zy, z of polynomial length. The inner question "∃z R(x,y,z)\exists z \, R(x, y, z)" is an NP question, so it reduces to the Boolean satisfiability problem, which by hypothesis has polynomial-size circuits. By self-reducibility one may take circuits that output a satisfying assignment whenever one exists. Then x∈Lx \in L if and only if there is such a circuit CC with the following property: for all yy, the assignment that CC produces for the instance (x,y)(x, y) satisfies RR. This is a Σ2p\Sigma_2^p condition, because a circuit that answers wrongly can only cause rejection.

Going deeper

For a student

Richard Karp and Richard Lipton published the result in 1980. The trick is that a guessed circuit can be checked: a wrong circuit for a self-reducible problem is caught, so guessing it costs only one existential quantifier. Later work improved the collapse, for example to S2p\mathrm{S}_2^p and to ZPPNP\mathrm{ZPP}^{\mathrm{NP}}. Since BPP⊆P/poly\mathrm{BPP} \subseteq \mathrm{P/poly}, the theorem also shows that if NP were contained in BPP, the hierarchy would collapse.

Reading path

To understand this page from the ground up, read these 16 pages in order. The foundations come first.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
  • no evidence level
  1. BPP concept
  2. Conjunctive normal form concept
  3. NP concept
  4. P concept
  5. P/poly concept
  6. Polynomial hierarchy concept
  7. Proposition concept
  8. Satisfiability concept
  9. Conjunction definition
  10. Disjunction definition
  11. Implication definition
  12. Negation definition
  13. Biconditional definition
  14. Propositional logic concept
  15. Boolean satisfiability problem problem
  16. Karp–Lipton theorem statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Karp–Lipton_theorem
About this page
TagHM7DNQ2H5D
URIm2://HM7DNQ2H5D
Kindstatement, theorem
WritingW0 stub
MSC68Q15, 68Q06
StatusThis copy of the site has no build data. Run m2 status HM7DNQ2H5D.
AboutP/poly, Polynomial hierarchy
UsesP/poly, NP, Polynomial hierarchy, Boolean satisfiability problem, BPP
Same as
Changed3 November 2026

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