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Introduction to Linear Optimization

Bag om Introduction to Linear Optimization

The book presents a graduate level, rigorous, and self-contained introduction to linear optimization (LO), the presented topics beingexpressive abilities of LO; geometry of LO - structure of polyhedral sets, LO duality and its applications; traditional LO algorithms - primal and dual simplex methods, and network simplex method; polynomial time solvability of LO via ellipsoid algorithm; conic programming with emphasis on expressing abilities of second order and semidefinite optimization, and polynomial time primal-dual interior point algorithms for linear and semidefinite optimization.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9789811278730
  • Indbinding:
  • Paperback
  • Sideantal:
  • 650
  • Udgivet:
  • 25. januar 2024
  • Størrelse:
  • 152x35x229 mm.
  • Vægt:
  • 926 g.
  • 8-11 hverdage.
  • 20. november 2024
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Beskrivelse af Introduction to Linear Optimization

The book presents a graduate level, rigorous, and self-contained introduction to linear optimization (LO), the presented topics beingexpressive abilities of LO;
geometry of LO - structure of polyhedral sets, LO duality and its applications;
traditional LO algorithms - primal and dual simplex methods, and network simplex method;
polynomial time solvability of LO via ellipsoid algorithm;
conic programming with emphasis on expressing abilities of second order and semidefinite optimization, and polynomial time primal-dual interior point algorithms for linear and semidefinite optimization.

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