| Interior Point Polynomial Algorithms in Convex Programming Contributor(s): Nesterov, Yurii (Author), Nemirovskii, Arkadii (Author) |
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ISBN: 0898715156 ISBN-13: 9780898715156 Publisher: Society for Industrial and Applied Mathematic OUR PRICE: $132.05 Product Type: Paperback Published: January 1987 |
| Additional Information |
| BISAC Categories: - Mathematics | Linear & Nonlinear Programming |
| Series: Studies in Applied and Numerical Mathematics |
| Physical Information: 0.98" H x 6.97" W x 10.04" 415 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: Written for specialists working in optimization, mathematical programming, or control theory. The general theory of path-following and potential reduction interior point polynomial time methods, interior point methods, interior point methods for linear and quadratic programming, polynomial time methods for nonlinear convex programming, efficient computation methods for control problems and variational inequalities, and acceleration of path-following methods are covered. In this book, the authors describe the first unified theory of polynomial-time interior-point methods. Their approach provides a simple and elegant framework in which all known polynomial-time interior-point methods can be explained and analyzed; this approach yields polynomial-time interior-point methods for a wide variety of problems beyond the traditional linear and quadratic programs. |