株式会社極東書店トップ ＞ 商品一覧 ＞ Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution. Softcover reprint of the original 1st ed. 2003.
商品詳細
Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution. Softcover reprint of the original 1st ed. 2003.
・ISBN 978-1-4419-3061-3 paper EUR 99.99
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| 著者・編者 | Nazareth, John L., |
|---|---|
| シリーズ | CMS Books in Mathematics |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2011 |
| ページ数 | 256 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-23079＞ |
解説
In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers world-wide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computation and complexity theory.
"Very fine monograph...filled with great insights."
-Joseph F. Traub, Columbia University