Iterative methods for optimization
C.T. Kelley (Society for Industrial and Applied Mathematics, 1999)
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| This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretically and algorithmically. It focuses on clarity in algorithmic description and analysis rather than generality, and while it provides pointers to the literature for the most general theoretical results and robust software, the author thinks it is more important that readers have a complete understanding of special cases that convey essential ideas. A companion to Kelley book, Iterative Methods for Linear and Nonlinear Equations (SIAM, 1995), this book contains many exercises and examples and can be used as a text, a tutorial for self-study, or a reference. Iterative Methods for Optimization does more than cover traditional gradient-based optimization: it is the first book to treat sampling methods, including the Hookeeeves, implicit filtering, MDS, and Nelderead schemes in a unified way, and also the first book to make connections between sampling methods and the traditional gradient-methods. Each of the main algorithms in the text is described in pseudocode, and a collection of MATLAB codes is available. Thus, readers can experiment with the algorithms in an easy way as well as implement them in other languages. |
 Practical methods for optimal control using nonlinear programming.pdf :: Unduh
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| No. Panggil : | e20450656 |
| Entri utama-Nama orang : | |
| Subjek : | |
| Penerbitan : | Philadelphia: Society for Industrial and Applied Mathematics, 1999 |
| Sumber Pengatalogan: | LibUI eng rda |
| Tipe Konten: | text |
| Tipe Media: | computer |
| Tipe Pembawa: | online resources |
| Deskripsi Fisik: | xv, 180 pages : illustration |
| Tautan: | http://portal.igpublish.com/iglibrary/search/SIAMB0000178.main.html?2 |
| Lembaga Pemilik: | |
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| No. Panggil | No. Barkod | Ketersediaan |
|---|---|---|
| e20450656 | 02-17-714263444 | TERSEDIA |
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