Nonlinear programming : theory, algorithms, and applications

Author(s)

• McCormick, Garth P.

Bibliographic Information

Nonlinear programming : theory, algorithms, and applications

Garth P. McCormick

Wiley, c1983

Note

"A Wiley-Interscience publication."

Includes bibliographical references and index

Description and Table of Contents

Table of Contents

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.

by "Nielsen BookData"

Details

• NCID: BA00044928
• ISBN:
  • 0471093092
• LCCN: 82016046
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: New York
• Pages/Volumes: xvii, 444 p.
• Size: 24 cm
• Classification:
  • LCC : T57.8
  • DC19 : 519.7/6
• Subject Headings:
  • LCSH : Nonlinear programming