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About Nonlinear Programming
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 http://www.athenasc.com/nonlinbook.html
Detailed Information
| Author: | Dimitri P. Bertsekas |
|---|---|
| Publication Year: | 1999 |
| ISBN: | 9781886529007 |
| Pages: | 372 |
| Language: | English |
| File Size: | 24.029 |
| Format: | |
| Price: | FREE |
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