Nonlinear Programming
Theory, Algorithms and Applications
Garth P. McCormick(Author)
Wiley (Publisher)
Published on 11. February 1983
Book
Hardback
444 pages
978-0-471-09309-1 (ISBN)
More details
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
illustrations, bibliography, index
Dimensions
Height: 49 mm
Width: 28 mm
Weight
822 gr
ISBN-13
978-0-471-09309-1 (9780471093091)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Content
BASICS. The Nature of Optimization Problems. Analytical Background. Factorable Functions. UNCONSTRAINED PROBLEMS. Unconstrained Optimization Models. Minimizing a Function of a Single Variable. General Convergence Theory for Unconstrained Minimization Algorithms. Newton's Method With Variations. Conjugate Direction Algorithms. Quasi-Newton Methods. OPTIMALITY CONDITIONS FOR CONSTRAINED PROBLEMS. First- and Second-Order Optimality Conditions. Applications of Optimality Conditions. LINEARLY CONSTRAINED PROBLEMS. Models with Linear Constraints. Variable-Reduction Algorithms. NONLINEARLY CONSTRAINED PROBLEMS. Models with Nonlinear Constraints. Direct Algorithms for Nonlinearly Constrained Problems. Sequential Unconstrained Minimization Techniques. Sequential Constraint Linearization Techniques. OTHER TOPICS. Obtaining Global Solutions. Geometric Programming. References. Author and Subject Indexes.