دانلود کتاب Optimization models
by Calafiore G.C., Ghaoui L.El.
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عنوان فارسی: بهینه سازی مدل های |
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جزییات کتاب
• The book can be used both in undergraduate courses on linear algebra and optimization, and in graduate-level introductory courses on convex modeling and optimization.
• The book focuses on modeling practical problems in a suitable optimization format, rather than on algorithms for solving mathematical optimization problems; algorithms are circumscribed to two chapters, one devoted to basic matrix computations, and the other to convex optimization.
• About a third of the book is devoted to a self-contained treatment of the essential topic of linear algebra and its applications.
• The book includes many real-world examples, and several chapters devoted to practical applications.
• We do not emphasize general non-convex models, but we do illustrate how convex models can be helpful in solving some specific non-convex ones.