Description

Book Synopsis
Presenting recent developments of key topics in nonlinear programming, this text looks specifically at three main areas; convex analysis, optimality conditions and dual computational techniques.

Table of Contents

CONVEX ANALYSIS.

Convex Sets.

Convex Functions and Generalizations.

OPTIMALITY CONDITIONS AND DUALITY.

The Fritz John and the Karush-Kuhn-Tucker Optimality Conditions.

Constraint Qualifications.

Lagrangian Duality and Saddle Point Optimality Conditions.

ALGORITHMS AND THEIR CONVERGENCE.

The Concept of an Algorithm.

Unconstrained Optimization.

Penalty and Barrier Functions.

Methods of Feasible Directions.

Linear Complementary Problem, and Quadratic, Separable, Fractional, and Geometric Programming.

Appendices.

Bibliography.

Index.

Nonlinear Programming

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    £999.99

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    A Hardback by Mokhtar S. Bazaraa, Hanif D. Sherali, C. M. Shetty

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      Publisher: John Wiley & Sons Inc
      Publication Date: Publication Date: 04/03/2014
      ISBN13: 9781118857564, 978-1118857564
      ISBN10: 1118857569

      Description

      Book Synopsis
      Presenting recent developments of key topics in nonlinear programming, this text looks specifically at three main areas; convex analysis, optimality conditions and dual computational techniques.

      Table of Contents

      CONVEX ANALYSIS.

      Convex Sets.

      Convex Functions and Generalizations.

      OPTIMALITY CONDITIONS AND DUALITY.

      The Fritz John and the Karush-Kuhn-Tucker Optimality Conditions.

      Constraint Qualifications.

      Lagrangian Duality and Saddle Point Optimality Conditions.

      ALGORITHMS AND THEIR CONVERGENCE.

      The Concept of an Algorithm.

      Unconstrained Optimization.

      Penalty and Barrier Functions.

      Methods of Feasible Directions.

      Linear Complementary Problem, and Quadratic, Separable, Fractional, and Geometric Programming.

      Appendices.

      Bibliography.

      Index.

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