ZHAO Shilian. Strong Convergence of CQ Algorithms for Split Feasibility Problems in the Hilbert Spaces[J]. Applied Mathematics and Mechanics, 2019, 40(1): 108-114. doi: 10.21656/1000-0887.390012
Citation: ZHAO Shilian. Strong Convergence of CQ Algorithms for Split Feasibility Problems in the Hilbert Spaces[J]. Applied Mathematics and Mechanics, 2019, 40(1): 108-114. doi: 10.21656/1000-0887.390012

Strong Convergence of CQ Algorithms for Split Feasibility Problems in the Hilbert Spaces

doi: 10.21656/1000-0887.390012
Funds:  The National Natural Science Foundation of China(11371015)
  • Received Date: 2018-01-08
  • Rev Recd Date: 2018-03-26
  • Publish Date: 2019-01-01
  • To study the strong convergence of split feasibility problems, a new CQ algorithm was proposed in the Hilbert spaces. Firstly, the modified Halpern iterative sequence was obtained with the CQ method. Furthermore, the split feasibility problem was transformed into the fixed point for operators, and it was proved that the sequence converges strongly to a solution of the split feasibility problem under some weak conditions. The findings generalize the corresponding results of Wang and Xu.
  • loading
  • [1]
    BYRNE C. A unified treatment of some iterative algorithms in signal processing and image reconstruction[J]. Inverse Problems,2004,20(1): 103-120.
    [2]
    CENSOR Y, ELFVING T, KOPF N, et al. The multiple-sets split feasibility problem and its applications for inverse problems[J]. Inverse Problems,2005,21(6): 2017-2084.
    [3]
    CENSOR Y, BORTFELD T, MARTIN B, et al. A unified approach for inversion problems intensity-modulated radiation therapy[J]. Physics in Medicine and Biology,2006,51(10): 2353-2365.
    [4]
    CENSOR Y, MOTOVA A, SEGAL A. Perturbed projections and subgradient projections for the multiple-sets split feasibility problem[J]. Journal of Mathematical Analysis and Applications,2007,327(2): 1244-1256.
    [5]
    CENSOR Y, ELFVING T. A multiprojection algorithm using Bregman projections in a product space[J]. Numerical Algorithms,1994,8(2): 221-239.
    [6]
    YANG Q Z. The relaxed CQ algorithm solving the split feasibility problem[J]. Inverse Problems,2004,20(4): 1261-1266.
    [7]
    QU B, XIU N H. A note on the CQ algorithm for the split feasibility problem[J]. Inverse Problems,2005,21(5): 1655-1665.
    [8]
    DANG Y Z,GAO Y. The strong convergence of a KM-CQ-like algorithm for split feasibility problem[J]. Inverse Problems,2011,27(1): 1-9.
    [9]
    杨丽, 李军. Hilbert空间中分裂可行性问题的改进Halpern 迭代和黏性逼近算法[J]. 应用数学和力学, 2017,38(9): 1072-1080.(YANG Li, LI Jun. Modified Halpern iteration and viscosity approximation methods for split feasibility problems in Hilbert spaces[J]. Applied Mathematics and Mechanics,2017,38(9): 1072-1080.(in Chinese))
    [10]
    BYRNE C. Iterative oblique projection onto convex sets and the split feasibility problem[J]. Inverse Problems,2002,18(2): 441-453.
    [11]
    XU H K. Iterative methods for the split feasibility problem in infinite-dimensional Hilbert spaces[J]. Inverse Problems,2010,26(10): 1-17.
    [12]
    XU H K. A variable Krasnosel’skii-Mann algorithm and the multiple-set split feasibility problem[J]. Inverse Problems,2006,22(6): 2021-2034.
    [13]
    WANG F H, XU H K. Approximating curve and strong convergence of the CQ algorithm for the split feasibility problem[J]. Journal of Inequalities and Application,2010,2010(1): 1-13.
    [14]
    GOEBEL K, KIRK W A. Topics in Metric Fixed Point Theory [M]. Cambridge: Cambridge University Press, 1990.
    [15]
    XU H K. Viscosity approximation methods for nonexpansive mappings[J]. Journal of Mathematical Analysis and Applications,2004,298(1): 279-291.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (897) PDF downloads(409) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return