A new simultaneous iterative method with a parameter for solving the extended split equality problem and the extended split equality fixed point problem

作者：Che, Haitao^*; Chen, Haibin; Li, Meixia

来源：Numerical Algorithms, 2018, 79(4): 1231-1256.

DOI：10.1007/s11075-018-0482-6

• Fixed point
• Extended split equality problem
• Extended split equality fixed point problem
• Simultaneous iterative algorithm
• Weak convergence

In this article, we first propose an extended split equality problem which is an extension of the convex feasibility problem, and then introduce a parameter w to establish the fixed point equation system. We show the equivalence of the extended split equality problem and the fixed point equation system. Based on the fixed point equation system, we present a simultaneous iterative algorithm and obtain the weak convergence of the proposed algorithm. Further, by introducing the concept of a G-mapping of a finite family of strictly pseudononspreading mappings {T-i}(i=1)(N), we consider an extended split equality fixed point problem for G-mappings and give a simultaneous iterative algorithm with a way of selecting the stepsizes which do not need any prior information about the operator norms, and the weak convergence of the proposed algorithm is obtained. We apply our iterative algorithms to some convex and nonlinear problems. Finally, several numerical results are shown to confirm the feasibility and efficiency of the proposed algorithms.

• 出版日期2018-12
• 单位潍坊学院; 曲阜师范大学