The first comprehensive review of the theory and practice of one of today's most powerful optimization techniques.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 s
Interior-Point Algorithm: Theory and Analysis
โ Scribed by Yinyu Ye
- Publisher
- Univ. Iova
- Year
- 1996
- Tongue
- English
- Leaves
- 338
- Category
- Library
No coin nor oath required. For personal study only.
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The first comprehensive review of the theory and practice of one of today's most powerful optimization techniques.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 s
<p>Operations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in
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