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 ...

The Mathematics of Nonlinear Programming 2012, Springer-Verlag New York Inc., New York, NY

ISBN-13: 9781461269892


The Mathematics of Nonlinear Programming 1993, Springer, New York, NY

ISBN-13: 9780387966144

2nd edition