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Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications
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Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications

820.00
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الناشرSpringer; Softcover reprint of the original 1st ed. 2002 edition
رقم الكتاب المعياري الدولي 101441952160
الكاتبE. de Klerk
اللغةEnglish
عدد الصفحات308 pages
رقم الكتاب المعياري الدولي 139781441952165
وصف الكتابSemidefinite programming has been described as linear programming for the year 2000. It is an exciting new branch of mathematical programming, due to important applications in control theory, combinatorial optimization and other fields. Moreover, the successful interior point algorithms for linear programming can be extended to semidefinite programming.In this monograph the basic theory of interior point algorithms is explained. This includes the latest results on the properties of the central path as well as the analysis of the most important classes of algorithms. Several "classic" applications of semidefinite programming are also described in detail. These include the Lovász theta function and the MAX-CUT approximation algorithm by Goemans and Williamson. Audience: Researchers or graduate students in optimization or related fields, who wish to learn more about the theory and applications of semidefinite programming.
تنسيق الكتابPaperback
تاريخ النشر10 December 2010
Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications
Aspects of Semidefinite Programming: Interior Point Algorithms and Selected Applications
820.00
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