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Titlebook: Evolutionary Global Optimization, Manifolds and Applications; Hime Aguiar e Oliveira Junior Book 2016 Springer International Publishing Sw

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發(fā)表于 2025-3-21 19:40:02 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Evolutionary Global Optimization, Manifolds and Applications
編輯Hime Aguiar e Oliveira Junior
視頻videohttp://file.papertrans.cn/318/317959/317959.mp4
概述Presents powerful techniques for solving global optimization problems.Shows simple ways to deal with optimization problems involving proper nonlinear manifolds.Discusses in detail applications to real
叢書(shū)名稱Studies in Systems, Decision and Control
圖書(shū)封面Titlebook: Evolutionary Global Optimization, Manifolds and Applications;  Hime Aguiar e Oliveira Junior Book 2016 Springer International Publishing Sw
描述.This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. It describes recent findings and well-known key facts in general and differential topology, revisiting them all in the context of application to current optimization problems. Special emphasis is put on game theory problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA. In addition, more abstract examples, including minimizations of well-known functions, are also included. Although the Fuzzy ASA approach has been chosen as the main optimizing paradigm, the book suggests that other metaheuristic methods could be used as well. Some of them are introduced, together with their advantages and disadvantages...Readers should possess some knowledge of linear algebra, and of basic concepts ofnumerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous
出版日期Book 2016
關(guān)鍵詞Topological Manifolds; Smooth Manifolds; Fuzzy Optimization; Fuzzy ASA; Adaptive Simulated Annealing; Nas
版次1
doihttps://doi.org/10.1007/978-3-319-26467-7
isbn_softcover978-3-319-79958-2
isbn_ebook978-3-319-26467-7Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightSpringer International Publishing Switzerland 2016
The information of publication is updating

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Evolutionary Global Optimization on Manifoldstion do not need to be differentiable or even continuous. It is shown that optimization processes may take place so that candidate points remain restricted to the manifolds that contain their domains—the evolution occurs inside them during the entire optimization process. The presented paradigm is a
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Constrained Global Optimization on Manifoldsality constraints. Functional constraints must satisfy certain smoothness conditions, not excluding simultaneous restrictions of different types, being the effect of dimensional reduction proportional to the number of equality restrictions. The problems under study do not need to restrict cost funct
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Nash Equilibria of Finite Strategic Games and Fuzzy ASAntroduced—the aim is to find all Nash equilibria of finite normal form games. To get there, Fuzzy ASA has been modified in order to incorporate techniques, based on space-filling curves, able to find adequate starting points—several well-known strategic games are used to test the efficacy of the met
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Generalized Nash Equilibrium Problems and Fuzzy ASAblems in several scenarios. Its most prominent advantage resides in that the GNE concept allows objective functions and constraints associated to each player to depend on the strategies of other agents, creating a more realistic environment. By studying GNE properties, problems in several fields, in
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2198-4182 al analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous 978-3-319-79958-2978-3-319-26467-7Series ISSN 2198-4182 Series E-ISSN 2198-4190
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Book 2016..Readers should possess some knowledge of linear algebra, and of basic concepts ofnumerical analysis and probability theory. Many necessary definitions and fundamental results are provided, with the formal mathematical requirements limited to a minimum, while the focus is kept firmly on continuous
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