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Low-Rank Semidefinite Programming

- Theory and Applications

Bag om 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680831368
  • Indbinding:
  • Paperback
  • Sideantal:
  • 180
  • Udgivet:
  • 4. august 2016
  • Størrelse:
  • 234x158x14 mm.
  • Vægt:
  • 280 g.
  • 8-11 hverdage.
  • 7. december 2024

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Beskrivelse af 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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