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博碩士論文 etd-0726114-171522 詳細資訊
Title page for etd-0726114-171522
論文名稱
Title
分裂可行問題之投影方法
Projection methods for the split feasibility problem
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
15
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
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
統計
Statistics
本論文已被瀏覽 5724 次,被下載 586
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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