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論文名稱 Title |
梯度投影法對二次最小化的推廣 A Generalization of the Gradient-Projection Method for Quadratic Minimization |
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系所名稱 Department |
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畢業學年期 Year, semester |
語文別 Language |
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學位類別 Degree |
頁數 Number of pages |
19 |
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研究生 Author |
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指導教授 Advisor |
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召集委員 Convenor |
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口試委員 Advisory Committee |
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口試日期 Date of Exam |
2014-01-21 |
繳交日期 Date of Submission |
2014-08-21 |
關鍵字 Keywords |
固定點、收斂性、約束極小化、非擴張映射、梯度投影法、迭代 convergence, fixed point, gradient-projection method, nonexpansive mapping, iteration, constrained minimization |
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統計 Statistics |
本論文已被瀏覽 5754 次,被下載 951 次 The thesis/dissertation has been browsed 5754 times, has been downloaded 951 times. |
中文摘要 |
本文研究二次極小化問題之梯度投影法的強收斂性問題。特點是約束集合之結構放鬆為有限多個非擴張映射固定點之交集,而我們所提出的迭代方法完整的用非擴張映射替代了投影算子,從而避免投影的計算問題,進而改進了二次規劃之梯度投影法。 |
Abstract |
In this paper we study the strong convergence of a gradient-projection method for quadratic minimization problem. The trait is that the structure of constraints set relax to the intersection of xed point of nite nonexpansive mapping, and we proposed the iterative method that nonexpansive mapping to replace projection operator completely, to avoid the problem of the calculation of projected operator, and improved gradient-projection method of quadratic minimization problem further. |
目次 Table of Contents |
審定書 i 摘 要 ii Abstract iii Table of Contents iv 1 Introduction........1 2 Preliminaries......2 3 Main Results......6 References...........13 |
參考文獻 References |
References [1] O'Hara J. G., Pillay P., and Xu H. K., Iterative Approaches to Convex Minimization Problems, Numerical Functional Analysis and Optimization. 25 (5&6)(2004), 531-546. [2] Reich S., and Xu H. K., An Iterative Approach to a Constrained Least Squares Problem, Abstract and Applied Analysis. 8 (2003), 503-512. [3] Xu H. K., An iterative approach to quadratic optimization, J. Optimiz. Theory Appl. 116 (2003), 659-678. [4] Goebel K., and Kirk W. A., Topics in Metric Fixed Point Theory, Cambridge University Press (1990). [5] Kreyzig, E., Introductory Functional Analysis with Applications, John Wiley and Sons (1978). |
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