Convex Analysis and Global Optimization (eBook, PDF)
Hoang Tuy
eBook, PDF

Convex Analysis and Global Optimization (eBook, PDF)

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Due to the general complementary convex structure underlying most nonconvex optimization problems encountered in applications, convex analysis plays an essential role in the development of global optimization methods. This book develops a coherent and rigorous theory of deterministic global optimization from this point of view. Part I constitutes an introduction to convex analysis, with an emphasis on concepts, properties and results particularly needed for global optimization, including those pertaining to the complementary convex structure. Part II presents the foundation and application of ...

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