The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics) - Softcover

Softcover

ISBN 10: 9993697907 ISBN 13: 9789993697909

Synopsis

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.

Edition details

• ISBN 10: 9993697907
• ISBN 13: 9789993697909
• Binding: Paperback
• Language: English