Nonlinear Programming

Theory and Algorithms (Set)

Inbunden, Engelska, 2014

AvMokhtar S. Bazaraa,Hanif D. Sherali,C. M. Shetty,Mokhtar S. (Burnham Service Corp.) Bazaraa,Hanif D. (Virginia Polytechnic and State University) Sherali,Atlanta) Shetty, C. M. (Georgia Institue of Technology,Mokhtar S Bazaraa,Hanif D Sherali,C M Shetty

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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.

Produktinformation

Utgivningsdatum2014-03-04
Mått163 x 239 x 53 mm
Vikt1 406 g
FormatInbunden
SpråkEngelska
Antal sidor1 046
Upplaga3
FörlagJohn Wiley & Sons Inc
ISBN9781118857564

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Mokhtar S. BAZARAA, PhD, is a Professor at the Georgia Institute of Technology. HANIF D. SHERALI, PhD, is a W. Thomas Rice Chaired Professor of Engineering in the Grado Department of Industrial and Systems Engineering at Virginia Polytechnic Institute and State University.C. M. SHETTY, PhD, is a Professor Emeritus at the Georgia Institute of Technology.Professors Bazaraa and Sherali are also coauthors of the complementary bestselling book, Linear Programming and Network Flows, Third Edition, also published by Wiley.

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.