Simulated annealing with stochastic local search for minimum dominating set problem

被引:33
|
作者
Hedar, Abdel-Rahman [1 ]
Ismail, Rashad [2 ]
机构
[1] Assiut Univ, Fac Comp & Informat, Dept Comp Sci, Assiut 71526, Egypt
[2] Assiut Univ, Fac Sci, Dept Math, Assiut 71516, Egypt
关键词
Minimum dominating set; Stochastic local search; Simulated annealing; Meta-heuristics; GENETIC ALGORITHM; OPTIMIZATION; GRAPHS;
D O I
10.1007/s13042-011-0043-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new method based on simulated annealing (SA) to solve the minimum dominating set problem. To deal with the considered problem, a stochastic local search (SLS) method is built first to find local solutions next to given solutions. Then, a simulated annealing algorithm is invoked to enhance the SLS method with the ability of escaping from local solutions. Moreover, three trial solution generation mechanisms are used to improve iterate solutions. The experimental results have shown the promising performance of the proposed SA-based method in comparison with some other meta-heuristics in terms of solution qualities and computational costs.
引用
收藏
页码:97 / 109
页数:13
相关论文
共 50 条
  • [21] Quantum algorithm for minimum dominating set problem with circuit design
    Zhang, Haoying
    Wang, Shaoxuan
    Liu, Xinjian
    Shen, Yingtong
    Wang, Yukun
    CHINESE PHYSICS B, 2024, 33 (02)
  • [22] Efficient Local Search for Minimum Dominating Sets in Large Graphs
    Fan, Yi
    Lai, Yongxuan
    Li, Chengqian
    Li, Nan
    Ma, Zongjie
    Zhou, Jun
    Latecki, Longin Jan
    Su, Kaile
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2019), PT II, 2019, 11447 : 211 - 228
  • [23] Stochastic Local Search Approaches in Solving the Nurse Scheduling Problem
    Kundu, Sudip
    Acharyya, Sriyankar
    COMPUTER INFORMATION SYSTEMS - ANALYSIS AND TECHNOLOGIES, 2011, 245 : 202 - +
  • [24] Stochastic simulated annealing for directed feedback vertex set
    Russo, Luis M. S.
    Castro, Daniel
    Ilic, Aleksandar
    Romano, Paolo
    Correia, Ana D.
    APPLIED SOFT COMPUTING, 2022, 129
  • [25] Nonuniform Neighborhood Sampling Based Simulated Annealing for the Directed Feedback Vertex Set Problem
    Tang, Zhipeng
    Feng, Qilong
    Zhong, Ping
    IEEE ACCESS, 2017, 5 : 12333 - 12343
  • [27] An Effective Hybrid Memetic Algorithm for the Minimum Weight Dominating Set Problem
    Lin, Geng
    Zhu, Wenxing
    Ali, Montaz M.
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2016, 20 (06) : 892 - 907
  • [28] A Binary Particle Swarm Optimization for the Minimum Weight Dominating Set Problem
    Lin, Geng
    Guan, Jian
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 33 (02) : 305 - 322
  • [29] Coupling local search methods and simulated annealing to the job shop scheduling problem with transportation
    Deroussi, L
    Gourgand, M
    Tchernev, N
    ETFA 2001: 8TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, VOL 1, PROCEEDINGS, 2001, : 659 - 667
  • [30] Hybrid simulated annealing and reduced variable neighbourhood search for an aircraft scheduling and parking problem
    Zheng, Shuang
    Yang, Zhen
    He, Zhengwen
    Wang, Nengmin
    Chu, Chengbin
    Yu, Haiyang
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2020, 58 (09) : 2626 - 2646