Convex Analysis and Global Optimization is popular PDF and ePub book, written by Hoang Tuy in 2013-03-09, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Convex Analysis and Global Optimization can be Read Online from any device for your convenience.
Convex Analysis and Global Optimization Book PDF Summary
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 global search principles such as partitioning and cutting, outer and inner approximation, and decomposition to general global optimization problems and to problems with a low-rank nonconvex structure as well as quadratic problems. Much new material is offered, aside from a rigorous mathematical development. Audience: The book is written as a text for graduate students in engineering, mathematics, operations research, computer science and other disciplines dealing with optimization theory. It is also addressed to all scientists in various fields who are interested in mathematical optimization.
Detail Book of Convex Analysis and Global Optimization PDF
- Author : Hoang Tuy
- Release : 09 March 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781475728095
- Genre : Mathematics
- Total Page : 346 pages
- Language : English
- PDF File Size : 20,6 Mb
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