| 书目名称 | Computational Optimization, Methods and Algorithms | | 编辑 | Slawomir Koziel,Xin-She Yang | | 视频video | http://file.papertrans.cn/233/232882/232882.mp4 | | 概述 | State of the art in Computational Optimization.Presents various Applications in Engineering and Industry.Written by leading experts in the field | | 丛书名称 | Studies in Computational Intelligence | | 图书封面 |  | | 描述 | .Computational optimization is an important paradigm with a wide range of applications. In virtually all branches of engineering and industry, we almost always try to optimize something - whether to minimize the cost and energy consumption, or to maximize profits, outputs, performance and efficiency. In many cases, this search for optimality is challenging, either because of the high computational cost of evaluating objectives and constraints, or because of the nonlinearity, multimodality, discontinuity and uncertainty of the problem functions in the real-world systems. Another complication is that most problems are often NP-hard, that is, the solution time for finding the optimum increases exponentially with the problem size. The development of efficient algorithms and specialized techniques that address these difficulties is of primary importance for contemporary engineering, science and industry.. .This book consists of 12 self-contained chapters, contributed from worldwide experts who are working in these exciting areas. The book strives to review and discuss the latest developments concerning optimization and modelling with a focus on methods and algorithms for computational o | | 出版日期 | Book 2011 | | 关键词 | Design optimization; Design optimization; derivative-free optimization; derivative-free optimization; en | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-20859-1 | | isbn_softcover | 978-3-662-52004-8 | | isbn_ebook | 978-3-642-20859-1Series ISSN 1860-949X Series E-ISSN 1860-9503 | | issn_series | 1860-949X | | copyright | Springer Berlin Heidelberg 2011 |
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