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详细书目
| 材料类型: | 互联网资源 |
|---|---|
| 文件类型: | 书, 互联网资源 |
| 所有的著者/提供者: |
Yinyu Ye |
| ISBN: | 0471174203 9780471174202 |
| OCLC号码: | 36746523 |
| 描述: | xvi, 418 p. : ill. ; 25 cm. |
| 内容: | 1. Introduction and Preliminaries -- 2. Geometry of Convex Inequalities -- 3. Computation of Analytic Center -- 4. Linear Programming Algorithms -- 5. Worst-Case Analysis -- 6. Average-Case Analysis -- 7. Asymptotic Analysis -- 8. Convex Optimization -- 9. Nonconvex Optimization -- 10. Implementation Issues. |
| 丛书名: | Wiley-Interscience series in discrete mathematics and optimization. |
| 责任: | Yinyu Ye. |
| 更多信息: |
摘要:
The explosive growth of research into and development of interior point algorithms over the past two decades has significantly improved the complexity of linear programming and yielded some of today's most sophisticated computing techniques. This book offers a comprehensive and thorough treatment of the theory, analysis, and implementation of this powerful computational tool. Interior Point Algorithms provides detailed coverage of all basic and advanced aspects of the subject. Beginning with an overview of fundamental mathematical procedures, Professor Yinyu Ye moves swiftly on to in-depth explorations of numerous computational problems and the algorithms that have been developed to solve them.
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