Mathematics of Nonlinear Programming

Name: Mathematics of Nonlinear Programming
Price: 21.6 USD
Availability: InStock
ISBN: 9780387966144

ISBN-10: 0387966145

ISBN-13: 9780387966144

Edition: 1988

Authors: A. L. Peressini, F. E. Sullivan, J. J. Uhl

List price: $89.95

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Description:

This book is designed for a first course in nonlinear optimization. It starts with classical optimization notions from calculus and proceeds smoothly to a study of convex functions. This is followed by material on basic numerical methods, least squares, Karush-Kuhn-Tucker theory, penalty functions, and Lagrange multipliers. The book has been tested in the classroom; the approach is rigorous at all times and geometric intuition is developed. The numerical methods are up-to-date. The presentation emphasizes the mathematical ideas behind computer codes.The book is aimed at the student who has a working knowledge of linear algebra and partial differentiation but has had no previous exposure to…

Book details

List price: $89.95
Copyright year: 1988
Publisher: Springer New York
Publication date: 3/2/1988
Binding: Hardcover
Pages: 276
Size: 6.10" wide x 9.25" long x 0.31" tall
Weight: 1.452



Preface



Unconstrained Optimization via Calculus



Convex and Convex Functions



Iterative Methods for Unconstrained Optimization



Least Squares Optimization



Convex Programming and the Karush-Kuhn-Tucker Conditions



Penalty Methods



Optimization with Equality Constraints


Index