4.3 Article

MATRIX p-NORMS ARE NP-HARD TO APPROXIMATE IF p not equal 1, 2, infinity

Journal

SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS
Volume 31, Issue 5, Pages 2802-2812

Publisher

SIAM PUBLICATIONS
DOI: 10.1137/09076773X

Keywords

matrix norms; complexity; NP-hardness

Funding

  1. National Science Foundation [ECCS-0701623]
  2. F.R.S.-FNRS
  3. Belgian American Education Foundation

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We show that, for any rational p is an element of [1, infinity) except p = 1, 2, unless P = NP, there is no polynomial time algorithm which approximates the matrix p-norm to arbitrary relative precision. We also show that, for any rational p is an element of [1, infinity) including p = 1, 2, unless P = NP, there is no polynomial-time algorithm which approximates the infinity, p mixed norm to some fixed relative precision.

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