Effective Neural Algorithms for Combinatorial Optimization

被引:0
|
作者
ZENG Anjun SHA Jichang National University of Defence and Technology
机构
关键词
neural networks; combinatorial optimization; NP-complete;
D O I
暂无
中图分类号
学科分类号
摘要
This paper provides an overview on the current status of the researches in the field ofneural algorithms for combinatorial optimization and makes some comments on the recent develop-ment.Meanwhile,we point out that such optimization networks suffer from some serious problems.At the end of this psper,we present the readers some aspects which need more researches in thefutlllle.
引用
收藏
页码:326 / 333
页数:8
相关论文
共 50 条
  • [1] Mathematical programming formulation for neural combinatorial optimization algorithms
    Urahama, K
    [J]. ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 1995, 78 (09): : 67 - 75
  • [2] EVOLUTION ALGORITHMS IN COMBINATORIAL OPTIMIZATION
    MUHLENBEIN, H
    GORGESSCHLEUTER, M
    KRAMER, O
    [J]. PARALLEL COMPUTING, 1988, 7 (01) : 65 - 85
  • [3] Rollout Algorithms for Combinatorial Optimization
    Bertsekas D.P.
    Tsitsiklis J.N.
    Wu C.
    [J]. Journal of Heuristics, 1997, 3 (3) : 245 - 262
  • [4] Neural Meta-Memes Framework for Managing Search Algorithms in Combinatorial Optimization
    Song, L. Q.
    Lim, M. H.
    Ong, Y. S.
    [J]. 2011 IEEE WORKSHOP ON MEMETIC COMPUTING, 2011, : 37 - 42
  • [5] Neural Combinatorial Optimization with Explanation
    Zhaoyi Liu
    Qianqian Duan
    [J]. Neural Processing Letters, 2023, 55 : 4075 - 4090
  • [6] Neural network for combinatorial optimization
    Golovko, V
    Suhodolski, H
    Dimakov, V
    [J]. PROCEEDINGS OF THE HIGH-PERFORMANCE COMPUTING (HPC'98), 1998, : 445 - 448
  • [7] NEURAL NETWORKS AND COMBINATORIAL OPTIMIZATION
    MELAMED, II
    [J]. AUTOMATION AND REMOTE CONTROL, 1994, 55 (11) : 1553 - 1584
  • [8] Neural Combinatorial Optimization with Explanation
    Liu, Zhaoyi
    Duan, Qianqian
    [J]. NEURAL PROCESSING LETTERS, 2023, 55 (04) : 4075 - 4090
  • [9] Metaheuristic algorithms for combinatorial optimization problems
    Iori M.
    [J]. 4OR, 2005, 3 (2) : 163 - 166
  • [10] A taxonomy of evolutionary algorithms in combinatorial optimization
    Calégari, P
    Coray, G
    Hertz, A
    Kobler, D
    Kuonen, P
    [J]. JOURNAL OF HEURISTICS, 1999, 5 (02) : 145 - 158