| ISBN： | 9781611973648 (pbk) |
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| 编目源： | DLC DLC DLC CcBjTSG |
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| 个人名称： | Beck, Amir |
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| 题名： | Introduction to nonlinear optimization : theory, algorithms, and applications with MATLAB / Edited by Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel. |
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| 出版发行项： | Philadelphia : Society for Industrial and Applied Mathematics : Mathematical Optimization Society, c2014. |
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| 载体形态： | xii, 282 pages : illustrations (some color) ; 26 cm. |
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| 书目附注： | Includes bibliographical references (pages 277-279) and index. |
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| 格式化内容附注： | Mathematical preliminaries -- Optimality conditions for unconstrained optimization -- Least squares -- The gradient method -- Newton's method -- Convex sets -- Convex functions -- Convex optimization -- Optimization over a convex set -- Optimality conditions for linearly constrained problems -- The KKT conditions -- Duality. |
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