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Titlebook: Deterministic Global Optimization; Geometric Branch-and Daniel Scholz Book 2012 Springer Science+Business Media, LLC 2012 Bounding Operatio

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书目名称Deterministic Global Optimization
副标题Geometric Branch-and
编辑Daniel Scholz
视频video
概述Numerous examples throughout the text.Easily accessible format.In depth exploration of geometric branch-and-bound methods
丛书名称Nonconvex Optimization and Its Applications
图书封面Titlebook: Deterministic Global Optimization; Geometric Branch-and Daniel Scholz Book 2012 Springer Science+Business Media, LLC 2012 Bounding Operatio
描述.This monograph deals with a general class of solution approaches in deterministic global optimization, namely the geometric branch-and-bound methods which are popular algorithms, for instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It also introduces a new concept for the rate of convergence and analyzes several bounding operations reported in the literature, from the theoretical as well as from the empirical point of view. Furthermore, extensions of the prototype algorithm for multicriteria global optimization problems as well as mixed combinatorial optimization problems are considered. Numerical examples based on facility location problems support the theory. Applications of geometric branch-and-bound methods, namely the circle detection problem in image processing, the integrated scheduling and location makespan problem, and the median line location problem in the three-dimensional space are also presented..The book is intended for both researchers and students in the areas of mathematics, operations research, engineering, and computer science..
出版日期Book 2012
关键词Bounding Operation; Branch and Bound Algorithm; Circle Detection Problem; Deterministic Global Optimiza
版次1
doihttps://doi.org/10.1007/978-1-4614-1951-8
isbn_softcover978-1-4899-9555-1
isbn_ebook978-1-4614-1951-8
copyrightSpringer Science+Business Media, LLC 2012
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Book 2012which are popular algorithms, for instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It also introduces a new concept for the rate of convergence and analyzes several bounding operations reported in the literature, from the theoretical as well as from the empirical point
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