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Low-Rank Semidefinite Programming

- Theory and Applications

About Low-Rank Semidefinite Programming

Reviews the theory of low-rank semidefinite programming, presenting theorems that guarantee the existence of a low-rank solution, heuristics for computing low-rank solutions, and algorithms for finding low-rank approximate solutions. The book then presents applications of the theory to trust-region problems and signal processing.

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  • Language:
  • English
  • ISBN:
  • 9781680831368
  • Binding:
  • Paperback
  • Pages:
  • 180
  • Published:
  • August 3, 2016
  • Dimensions:
  • 234x158x14 mm.
  • Weight:
  • 280 g.
Delivery: 1-2 weeks
Expected delivery: November 28, 2024

Description of Low-Rank Semidefinite Programming

Reviews the theory of low-rank semidefinite programming, presenting theorems that guarantee the existence of a low-rank solution, heuristics for computing low-rank solutions, and algorithms for finding low-rank approximate solutions. The book then presents applications of the theory to trust-region problems and signal processing.

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