书目名称 | Numerical Analysis and Optimization | 副标题 | NAO-III, Muscat, Oma | 编辑 | Mehiddin Al-Baali,Lucio Grandinetti,Anton Purnama | 视频video | | 概述 | Presents new applications of computational optimization methods.Contributors represent an international community of experts.Relevant to researchers in fields including Mathematics, Engineering, and B | 丛书名称 | Springer Proceedings in Mathematics & Statistics | 图书封面 |  | 描述 | .Presenting the latest findings in the field of numerical analysis and optimization, this volume balances pure research with practical applications of the subject. Accompanied by detailed tables, figures, and examinations of useful software tools, this volume will equip the reader to perform detailed and layered analysis of complex datasets..Many real-world complex problems can be formulated as optimization tasks. Such problems can be characterized as large scale, unconstrained, constrained, non-convex, non-differentiable, and discontinuous, and therefore require adequate computational methods, algorithms, and software tools. These same tools are often employed by researchers working in current IT hot topics such as big data, optimization and other complex numerical algorithms on the cloud, devising special techniques for supercomputing systems. .The list of topics covered include, but are not limited to: numerical analysis, numerical optimization, numerical linear algebra, numerical differential equations, optimal control, approximation theory, applied mathematics, algorithms and software developments, derivative free optimization methods and programming models. The volume also ex | 出版日期 | Conference proceedings 2015 | 关键词 | Numerical analysis; Numerical linear algebra; Numerical optimization; Ordinary differential equations; P | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-17689-5 | isbn_softcover | 978-3-319-35910-6 | isbn_ebook | 978-3-319-17689-5Series ISSN 2194-1009 Series E-ISSN 2194-1017 | issn_series | 2194-1009 | copyright | Springer International Publishing Switzerland 2015 |
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