Nonlinear Programming - Hardcover

Bertsekas, Dimitri P.

Hardcover

ISBN 10: 1886529000 ISBN 13: 9781886529007

Publisher: Athena Scientific, 1999

Synopsis

This extensive rigorous texbook, developed through instruction at MIT, focuses on nonlinear and other types of optimization: iterative algorithms for constrained and unconstrained optimization, Lagrange multipliers and duality, large scale problems, and the interface between continuous and discrete optimization. Among its special features, the book: 1) provides extensive coverage of iterative optimization methods within a unifying framework 2) provides a detailed treatment of interior point methods for linear programming 3) covers in depth duality theory from both a variational and a geometrical/convex analysis point of view 4) includes much new material on a number of topics, such as neural network training, discrete-time optimal control, and large-scale optimization 5) includes a large number of examples and exercises detailed solutions of many of which are posted on the internet Much supplementary/support material can be found at the book's web page

About this edition

• Publisher: Athena Scientific
• Publication date: 1999
• ISBN 10: 1886529000
• ISBN 13: 9781886529007
• Binding: Hardcover
• Edition number: 2
• Number of pages: 780