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About this book
Nonlinear programming provides an excellent opportunity to explore an interesting variety of pure and solidly applicable mathematics, numerical analysis, and computing. This text develops some of the ideas and techniques involved in the optimization methods using calculus, leading to the study of convexity. This is followed by material on basic numerical methods, least squares, the Karush-Kuhn-Tucker theorem, penalty functions, and Lagrange multipliers. The authors have aimed their presentation at the student who has a working knowledge of matrix algebra and advanced calculus, but has had no previous exposure to optimization.
Bibliographic Information
Book Title: The Mathematics of Nonlinear Programming
Authors: Anthony L. Peressini, Francis E. Sullivan, J.J. Jr. Uhl
Series Title: Undergraduate Texts in Mathematics
Publisher: Springer New York, NY
Copyright Information: Springer Science+Business Media New York 1988
Hardcover ISBN: 978-0-387-96614-4Published: 02 March 1988
Softcover ISBN: 978-1-4612-6989-2Published: 30 September 2012
Series ISSN: 0172-6056
Series E-ISSN: 2197-5604
Edition Number: 1
Number of Pages: X, 276