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論文名稱 Title |
分裂可行問題之投影方法 Projection methods for the split feasibility problem |
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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 |
15 |
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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 |
2014-07-16 |
繳交日期 Date of Submission |
2014-08-26 |
關鍵字 Keywords |
迭代、CQ演算法、固定點、分裂可行問題、平均非擴張映射、投影 iterative, CQ-Algorithm, averaged nonexpansive mapping, split feasibility problem, fixed point, projection |
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統計 Statistics |
本論文已被瀏覽 5724 次,被下載 586 次 The thesis/dissertation has been browsed 5724 times, has been downloaded 586 times. |
中文摘要 |
本論文研究的是CQ-演算法於分裂可行問題在無窮多維度希爾伯特空間中的收斂性,特點是根據梯度與平均非擴張映射的性質,並將CQ-演算法轉換成固定點演算法,最後證明此演算法會弱收歛至分裂可行性問題的一個解。 |
Abstract |
In this paper we study the convergence of CQ-Algorithm for split feasibility problem of infinite-dimensional Hilbert spaces.The trait is that the properties of gradient and averaged nonexpansive mapping, and rewritten the CQ-Algorithm as fixed point algorithm. Finally, we prove the Algorithm will converges weakly to a solution of split feasibility problem. |
目次 Table of Contents |
摘要 i Abstract ii 1 Introduction 1 2 Preliminaries 2 3 Projection Methods for the Split Feasibility Problem 4 3.1 The CQ Algorithm 4 3.2 Fixed point Methods 5 References 10 |
參考文獻 References |
1. Byrne, C., Iterative oblique projection onto convex sets and the split feasibility problem, Inverse problems. 18 (2002), 441–453 2. Byrne, C., A unified treatment of some iterative algorithms in signal processing and image reconstruction, Inverse problems. 20 (2004), 103–120 3. Censor, Y. and Elfving, T., A multiprojection algorithm using Bregman projections in a product space, Numer. Algorithms. 8 (1994), 221–239. 4. Censor, Y., Elfving, T., Kopf, N., Bortfeld, T., The multiple-sets split feasibility problem and its applications for inverse problems, Inverse problems. 21 (2005), 2071–2084. 5. Xu, H. K., Iterative methods for the split feasibility problem in infinite-dimensional Hilbert spaces, Inverse problems. 26 (2010), 105018. 6. Xu, H. K., Averaged Mappings and the Gradient-Projection Algorithm, J. Optim. Theory Appl. 150 (2011), 360–378. |
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