| 書(shū)目名稱(chēng) | Numerical Optimization | | 副標(biāo)題 | Theoretical and Prac | | 編輯 | J. Frédéric Bonnans,J. Charles Gilbert,Claudia A. | | 視頻video | http://file.papertrans.cn/670/669148/669148.mp4 | | 概述 | Combines mathematical developments, description and analysis of algorithms.Selection of algorithms is based on their applicability to real-life problems.Includes supplementary material: | | 叢書(shū)名稱(chēng) | Universitext | | 圖書(shū)封面 |  | | 描述 | .Just as in its 1st edition, this book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. Most of the algorithms are explained in a detailed manner, allowing straightforward implementation. Theoretical aspects of the approaches chosen are also addressed with care, often using minimal assumptions...This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical, description, when coming to actual implementation. Besides, the nonsmooth optimization part has been substantially reorganized and expanded.. | | 出版日期 | Textbook 20031st edition | | 關(guān)鍵詞 | Optimization algorithms; algorithms; interior-point methods; linear optimization; nonsmooth optimization | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-662-05078-1 | | isbn_ebook | 978-3-662-05078-1Series ISSN 0172-5939 Series E-ISSN 2191-6675 | | issn_series | 0172-5939 | | copyright | Springer-Verlag Berlin Heidelberg 2003 |
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