SUBGRADIENT ALGORITHM FOR SOLVING CONSTRAINED MULTIOBJECTIVE OPTIMIZATION PROBLEMS IN HILBERT SPACES

被引:0
|
作者
Wang, W. E. N. T. I. N. G. [1 ]
An, A. I. M. I. N. [1 ]
机构
[1] Lanzhou Univ Technol, Sch Elect Engn & Informat Engn, Lanzhou, Peoples R China
关键词
Pareto solution; multiobjective optimization; subgradient method; CONVERGENCE; NONSMOOTH;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we introduce a subgradient algorithm for solving the constrained multiobjective minimization problem in Hilbert spaces. Under some certain assumptions, we prove that the algorithm converges weakly to a Pareto optimal solution of the problem. Some numerical examples are presented to illustrate the convergence of the proposed algorithm.
引用
收藏
页码:991 / 1003
页数:13
相关论文
共 50 条
  • [41] A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems
    Pour, Pouya Aghaei
    Hakanen, Jussi
    Miettinen, Kaisa
    JOURNAL OF GLOBAL OPTIMIZATION, 2024, 90 (02) : 459 - 485
  • [42] A dual-population auxiliary multiobjective coevolutionary algorithm for constrained multiobjective optimization problems
    He, Zhao
    Liu, Hui
    APPLIED SOFT COMPUTING, 2024, 162
  • [43] A New CQ Algorithm for Solving Split Feasibility Problems in Hilbert Spaces
    Nguyen The Vinh
    Cholamjiak, Prasit
    Suantai, Suthep
    BULLETIN OF THE MALAYSIAN MATHEMATICAL SCIENCES SOCIETY, 2019, 42 (05) : 2517 - 2534
  • [44] THE PROJECTION AND CONTRACTION ALGORITHM FOR SOLVING VARIATIONAL INEQUALITY PROBLEMS IN HILBERT SPACES
    Dong, Qiao-Li
    Yang, Jinfeng
    Yuan, Han-Bo
    JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 20 (01) : 111 - 122
  • [45] A New CQ Algorithm for Solving Split Feasibility Problems in Hilbert Spaces
    Nguyen The Vinh
    Prasit Cholamjiak
    Suthep Suantai
    Bulletin of the Malaysian Mathematical Sciences Society, 2019, 42 : 2517 - 2534
  • [46] A new optimization approach to solving split equality problems in Hilbert spaces
    Reich, Simeon
    Tuyen, Truong Minh
    Ha, Nguyen Song
    JOURNAL OF GLOBAL OPTIMIZATION, 2024, 90 (01) : 127 - 151
  • [47] Modified Brain Storm Optimization Algorithm for Solving Multimodal Multiobjective Optimization Problems
    Liu, Yue
    Cheng, Shi
    Wang, Xueping
    Shan, Yuyuan
    Lu, Hui
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2023, PT I, 2023, 13968 : 425 - 437
  • [48] Solving Nonlinear Equality Constrained Multiobjective Optimization Problems Using Neural Networks
    Mestari, Mohammed
    Benzirar, Mohammed
    Saber, Nadia
    Khouil, Meryem
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (10) : 2500 - 2520
  • [49] A guided population archive whale optimization algorithm for solving multiobjective optimization problems
    Got, Adel
    Moussaoui, Abdelouahab
    Zouache, Djaafar
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 141
  • [50] A new reduced gradient method for solving linearly constrained multiobjective optimization problems
    El Moudden, Mustapha
    El Ghali, Ahmed
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2018, 71 (03) : 719 - 741