Nonlinear Programming: Theory and Algorithms (Wiley-Interscience Series in Discrete Mathematics and Optimization) - Hardcover

Bazaraa, Mokhtar S.; Sherali, Hanif D.; Shetty, C. M.

Hardcover

ISBN 10: 0471557935 ISBN 13: 9780471557937

Publisher: John Wiley & Sons, 1993

Synopsis

Presents recent developments of key topics in nonlinear programming using a logical and self-contained format. Divided into three sections that deal with convex analysis, optimality conditions and duality, computational techniques. Precise statements of algorithms are given along with convergence analysis. Each chapter contains detailed numerical examples, graphical illustrations and numerous exercises to aid readers in understanding the concepts and methods discussed.

About this title

Review:

"The promotional message on the back cover proclaims ′this book is a solid reference for professionals and a useful text for students..."; and I fully agree." ( Technometrics, February 2007)

"Noted and recommended for its logical format and sharp editing that never wavers in its focus." (Electric Review, September/October 2006)

"...highly recommended for a course in the theory of nonlinear programming..." (MAA Reviews, July 17, 2006)

 ‘... ‘the Bazaraa’ is a must if you are interested in optimization...’ (Journal of the Operational Research Society, 2007)

From the Back Cover:

COMPREHENSIVE COVERAGE OF NONLINEAR PROGRAMMING THEORY AND ALGORITHMS, THOROUGHLY REVISED AND EXPANDED

Nonlinear Programming: Theory and Algorithms now in an extensively updated Third Edition addresses the problem of optimizing an objective function in the presence of equality and inequality constraints. Many realistic problems cannot be adequately represented as a linear program owing to the nature of the nonlinearity of the objective function and/or the nonlinearity of any constraints. The Third Edition begins with a general introduction to nonlinear programming with illustrative examples and guidelines for model construction.

Concentration on the three major parts of nonlinear programming is provided:

• Convex analysis with discussion of topological properties of convex sets, separation and support of convex sets, polyhedral sets, extreme points and extreme directions of polyhedral sets, and linear programming
• Optimality conditions and duality with coverage of the nature, interpretation, and value of the classical Fritz John (FJ) and the Karush–Kuhn–Tucker (KKT) optimality conditions; the interrelationships between various proposed constraint qualifications; and Lagrangian duality and saddle point optimality conditions
• Algorithms and their convergence, with a presentation of algorithms for solving both unconstrained and constrained nonlinear programming problems

Important features of the Third Edition include:

• New topics such as second interior point methods, nonconvex optimization, nondifferentiable optimization, and more
• Updated discussion and new applications in each chapter
• Detailed numerical examples and graphical illustrations
• Essential coverage of modeling and formulating nonlinear programs
• Simple numerical problems
• Advanced theoretical exercises

The book is a solid reference for professionals as well as a useful text for students in the fields of operations research, management science, industrial engineering, applied mathematics, and also in engineering disciplines that deal with analytical optimization techniques. The logical and self–contained format uniquely covers nonlinear programming techniques with a great depth of information and an abundance of valuable examples and illustrations that showcase the most current advances in nonlinear problems.

About this edition

• Publisher: John Wiley & Sons
• Publication date: 1993
• ISBN 10: 0471557935
• ISBN 13: 9780471557937
• Binding: Hardcover
• Edition number: 2
• Number of pages: 656