文章摘要
高辉,张明堃,王晓亮,庞丽萍.求解均衡问题的分离惯性算法[J].,2020,60(6):642-646
求解均衡问题的分离惯性算法
An inertial splitting algorithm for solving equilibrium problems
  
DOI:10.7511/dllgxb202006012
中文关键词: 两个函数和  均衡问题  分离算法  惯性
英文关键词: sum of two functions  equilibrium problem  splitting algorithm  inertial
基金项目:国家自然科学基金资助项目(11801054).
作者单位
高辉,张明堃,王晓亮,庞丽萍  
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中文摘要:
      研究两个函数和的非光滑均衡问题,对这类问题提出了一个结合惯性方法的分离算法.每次迭代,交替求解两个简单的强凸子问题.在不要求函数是Lipschitz连续或Hlder连续的条件下,证明了算法的收敛性.通过与已有的几个算法比较,验证了算法的有效性.
英文摘要:
      Nonsmooth equilibrium problems given by a sum of two functions are studied and a splitting algorithm combining an inertial method is proposed for equilibrium problems. At each iteration, two simple strongly convex subproblems are solved alternatively. Without any Lipschitz continuous condition or Hlder continuity of the involved functions, the convergence of the algorithm is proved. Several experiments are performed to show the computational efficiency compared with related algorithms.
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