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Titlebook: Convex Analysis and Global Optimization; Hoang Tuy Book 2016Latest edition Springer International Publishing AG 2016 D.C. functions.convex

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楼主: corrode
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https://doi.org/10.1057/9781137394996th related concepts of dimension, relative interior and closure of a convex set, gauge and recession cone. Caratheodory’s Theorem and Shapley–Folkman’s Theorem are formulated and proven. The first and second separation theorems are presented and on this basis the geometric structure of a convex set
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Ethics, Voices and Visual Methodsce of two convex sets. Several important properties of dc functions and dc sets are discussed, among them: (1) any continuous function can be approximated as closely as desired by a dc function; (2) any closed set in . is the projection of a dc set from .; (3) the class of dc functions is stable und
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Same Meaning, Different Productioners (or maximizers) with distinct function values. Finding the global minimizer (or global maximixer) in such cases is often of considerable interest and at the same time a great challenge. Fortunately, most global optimization problems of practical interest fall into two basic classes: ., which dea
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Ethics, Voices and Visual Methods, concave minimization under convex constraints (Sect. 7.2), reverse convex programming (Sect. 7.3), general canonical dc optimization problem (Sect. 7.4), general robust approach to dc optimization (Sect. 7.5), and also applications of dc optimization in various fields (Sects. 7.6–7.8) such as desi
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Victorian Telegraphy Before Nationalizationrametric convex optimization problem, a BB Algorithm has been proposed which branches upon the space of the parameter . and operates basically as a decomposition method that reduces the problem to a sequence of easier subproblems. The present chapter deals with the important case when . is small. It
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https://doi.org/10.1057/9781137432339ree of nonconvexity. One of the earliest significant results in this area is the celebrated S-Lemma of Yakubovich which plays a major role in the development of quadratic optimization. In this chapter, a study of nonconvex quadratic programming is provided that starts with a generalized S-Lemma esta
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