<p>This book describes the rapidly developing field of interior point methods (IPMs). An extensive analysis is given of path-following methods for linear programming, quadratic programming and convex programming. These methods, which form a subclass of interior point methods, follow the central path
Interior Point Approach to Linear, Quadratic and Convex Programming Algorithms and Complexity
โ Scribed by Den Hertog D
- Publisher
- Kluwer Academic; Springer Netherlands
- Year
- 1994
- Tongue
- English
- Leaves
- 213
- Series
- Mathematics and Its Applications 277
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Table of Contents
Glossary of Symbols and Notations. 1. Introduction of IPMs. 2. The logarithmic barrier method. 3. The center method. 4. Reducing the complexity for LP. 5. Discussion of other IPMs. 6. Summary, conclusions and recommendations. Appendices: A. Self-concordance proofs. B. General technical lemmas. Bibliography. Index.
โฆ Subjects
(Produktform)Electronic book text
๐ SIMILAR VOLUMES
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
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