书目名称 | Evolutionary Global Optimization, Manifolds and Applications | 编辑 | Hime Aguiar e Oliveira Junior | 视频video | | 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 | 丛书名称 | Studies in Systems, Decision and Control | 图书封面 |  | 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 | 关键词 | Topological Manifolds; Smooth Manifolds; Fuzzy Optimization; Fuzzy ASA; Adaptive Simulated Annealing; Nas | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-26467-7 | isbn_softcover | 978-3-319-79958-2 | isbn_ebook | 978-3-319-26467-7Series ISSN 2198-4182 Series E-ISSN 2198-4190 | issn_series | 2198-4182 | copyright | Springer International Publishing Switzerland 2016 |
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