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Linear and nonlinear optimization

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Philadelphia Society for Industrial and Applied Mathematics 2009Edition: 2Description: xxii, 742 pISBN:
  • 9780898716610
Subject(s):
Contents:
Optimization models -- Fundamentals of optimization -- Representation of linear constraints -- Geometry of linear programming -- The simplex method -- Duality and sensitivity -- Enhancements of the simplex method -- Network problems -- Computational complexity of linear programming -- Interior-point methods of linear programming -- Basics of unconstrained optimization -- Methods for unconstrained optimization -- Low-storage methods for unconstrained problems -- Optimality conditions for constrained problems -- Feasible-point methods -- Penalty and barrier methods.
Item type: BOOKS
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Home library Call number Materials specified Status Date due Barcode
IMSc Library 519.852 GRI (Browse shelf(Opens below)) Available 74309
IMSc Library 519.852 GRI (Browse shelf(Opens below)) Available 74284

Includes bibliographical references (p. 707-725) and index.

Optimization models -- Fundamentals of optimization -- Representation of linear constraints -- Geometry of linear programming -- The simplex method -- Duality and sensitivity -- Enhancements of the simplex method -- Network problems -- Computational complexity of linear programming -- Interior-point methods of linear programming -- Basics of unconstrained optimization -- Methods for unconstrained optimization -- Low-storage methods for unconstrained problems -- Optimality conditions for constrained problems -- Feasible-point methods -- Penalty and barrier methods.

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