• computational complexity theory, the polynomial hierarchy (sometimes called the polynomial-time hierarchy) is a hierarchy of complexity classes that generalize...
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  • Thumbnail for NP (complexity)
    computer science In computational complexity theory, NP (nondeterministic polynomial time) is a complexity class used to classify decision problems. NP is...
    21 KB (2,784 words) - 05:48, 1 May 2025
  • as Hard as the Polynomial-Time Hierarchy" and was given the 1998 Gödel Prize. The theorem states that the entire polynomial hierarchy PH is contained...
    3 KB (428 words) - 21:45, 8 June 2020
  • or any language in the polynomial hierarchy. ∃ R {\displaystyle \exists \mathbb {R} } is the set of problems having a polynomial-time many-one reduction...
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  • Thumbnail for BQP
    Sampling is a problem that exists within BQP, but not within the polynomial hierarchy. Recent conjectures have provided evidence that a similar problem...
    23 KB (3,518 words) - 07:19, 20 June 2024
  • them. For example, PH, the union of all complexity classes in the polynomial hierarchy, is precisely the class of languages expressible by statements of...
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  • Thumbnail for Arithmetical hierarchy
    the arithmetical hierarchy. Analytical hierarchy Lévy hierarchy Hierarchy (mathematics) Interpretability logic Polynomial hierarchy P. G. Hinman, Recursion-Theoretic...
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  • NP-complete, the polynomial time hierarchy collapses to its second level. Since it is widely believed that the polynomial hierarchy does not collapse...
    63 KB (7,784 words) - 06:53, 25 April 2025
  • bounded-error probabilistic polynomial time (BPP) is the class of decision problems solvable by a probabilistic Turing machine in polynomial time with an error...
    19 KB (2,455 words) - 07:13, 27 December 2024
  • 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...
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  • Thumbnail for NP-completeness
    existence of a short (polynomial length) solution. The correctness of each solution can be verified quickly (namely, in polynomial time) and a brute-force...
    30 KB (3,617 words) - 20:05, 16 January 2025
  • theory, the exponential hierarchy is a hierarchy of complexity classes that is an exponential time analogue of the polynomial hierarchy. As elsewhere in complexity...
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  • Thumbnail for PP (complexity)
    machine in polynomial time, with an error probability of less than 1/2 for all instances. The abbreviation PP refers to probabilistic polynomial time. The...
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  • for FPNP (see the function problem article) or for FΔ2P (see the polynomial hierarchy article). An example of an NP-easy problem is the problem of sorting...
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  • practical problems, including all of BPP. If it contains NP, then the polynomial hierarchy collapses to the second level. On the other hand, it also contains...
    15 KB (1,923 words) - 10:06, 14 January 2025
  • NP-complete, the polynomial time hierarchy collapses to its second level. Since it is widely believed that the polynomial hierarchy does not collapse...
    50 KB (6,704 words) - 15:08, 29 April 2025
  • over NP predicates. A collapse of the boolean hierarchy would imply a collapse of the polynomial hierarchy. BH is defined as follows: BH1 is NP. BH2k is...
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  • level of the polynomial hierarchy When combined these two facts along with Toda's theorem result in the collapse of the polynomial hierarchy, which as mentioned...
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  • Thumbnail for Structural complexity theory
    being equal to NP and on a more far-reaching conjecture that the polynomial time hierarchy of complexity classes is infinite. The compression theorem is...
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  • BQP still remain, such as the connection between BQP and the polynomial-time hierarchy, whether or not BQP contains NP-complete problems, and the exact...
    54 KB (5,929 words) - 02:59, 7 April 2025
  • coefficients in certain polynomials, those polynomials should have the polynomial SOS property. When fixing the maximum degree of the polynomials involved, sum-of-squares...
    16 KB (2,695 words) - 17:47, 18 January 2025
  • hierarchy is a hierarchy contained in NP, the A hierarchy more closely mimics the polynomial-time hierarchy from classical complexity. It is known that A[1]...
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  • Thumbnail for Complexity class
    {NP}}} . P/poly is also helpful in investigating properties of the polynomial hierarchy. For example, if NP ⊆ P/poly, then PH collapses to Σ 2 P {\displaystyle...
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  • Arthur can validate deterministically in polynomial time. Both MA and AM are contained in the polynomial hierarchy. In particular, MA is contained in the...
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    It is however known that if the problem is NP-complete then the polynomial hierarchy collapses to a finite level. In November 2015, László Babai, a mathematician...
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  • second levels of the polynomial hierarchy. A language L is in S 2 P {\displaystyle {\mathsf {S}}_{2}^{P}} if there exists a polynomial-time predicate P such...
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  • believed they are different, and this leads to the definition of the polynomial hierarchy. Oracle machines are useful for investigating the relationship between...
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  • _{n}^{1}} , sets in the analytical hierarchy Σ i P {\displaystyle \Sigma _{i}^{P}} , a set in the polynomial hierarchy Harish-Chandra's σ function Weierstrass...
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  • Δ i P {\displaystyle \Delta _{i}^{P}} , a classification in the polynomial hierarchy δ13C, a measure of the ratio of stable isotopes 13C:12C δ15N, a measure...
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  • Thumbnail for List of complexity classes
    1 edition, ISBN 978-0-521-42426-4 "S2P: Second Level of the Symmetric Hierarchy". Stanford University Complexity Zoo. Archived from the original on 2012-10-14...
    8 KB (176 words) - 07:24, 19 June 2024