Handbook of Semidefinite Programming: Theory, Algorithms, and Applications (International Series in Operations Research & Management Science) (2000-02-01)
The Handbook of Semidefinite Programming delves into the theory, algorithms, and applications of this powerful optimization method. Part of the International Series in Operations Research & Management Science, it equips readers with the knowledge to tackle complex problems in mathematics and engineering. Edited by Henry Wolkowicz, this 2000 publication is a key reference for professionals and academics.
About This Book
The Handbook of Semidefinite Programming provides an in-depth examination of semidefinite programming within the International Series in Operations Research & Management Science. It addresses the core theory that underpins this optimization technique, essential for understanding convex optimization problems.
Algorithms for solving semidefinite programs are detailed, offering practical methods for implementation in computational settings. These approaches enable efficient handling of large-scale problems in various fields.
Applications of semidefinite programming are explored, demonstrating its utility in real-world scenarios such as control theory, structural design, and machine learning. The book highlights how this framework extends traditional linear and nonlinear programming.
Edited by Henry Wolkowicz, the volume compiles contributions from leading experts, ensuring a thorough and authoritative treatment of the subject. Published in 2000, it remains a foundational text for advanced studies in optimization.
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