Optimization of Test Sequence in Radio Block Center Based on Simulated Annealing Algorithm

被引:0
作者
Wang, Weiqi [1 ]
机构
[1] China Acad Railway Sci Corp Ltd, Stand & Metrol Res Inst, Beijing 100081, Peoples R China
来源
PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021) | 2021年
关键词
Traveling Salesman Problem; Simulated annealing; Test sequence; Radio Block Center;
D O I
10.1109/CCDC52312.2021.9601384
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Radio Block Center (RBC) is an indispensable part of the CTCS-3 system, and is mainly responsible for sending the information needed for train operation control. Before the RBC equipment is put into actual operation, a large number of tests are required to ensure that the equipment can meet the needs of the train control system. Generating a reasonable test sequence and being able to fully cover the system specifications are the key issues in RBC system testing. This paper proposes a test sequence optimization approach for RBC function testing. Based on the analysis of the function feature of RBC and the test sequence construction method, the optimization generation problem of the test sequence is transformed into solving the Traveling Salesman Problem (TSP) with the asymmetric distance. An improved simulated annealing (SA) algorithm is adopted to solve the proposed model. The results of the case study shows that the TSP model and SA could achieve optimization of test sequences successfully and reduce time of the test program.
引用
收藏
页码:7446 / 7451
页数:6
相关论文
共 8 条
  • [1] Absalom E, 2017, EXPERT SYSTEMS APPL, V77
  • [2] [Anonymous], 2018, 35352018 TBT NAT RAI
  • [3] Automatic Train Control System Development and Simulation for High-Speed Railways
    Dong, Hairong
    Ning, Bin
    Cai, Baigen
    Hou, Zhongsheng
    [J]. IEEE CIRCUITS AND SYSTEMS MAGAZINE, 2010, 10 (02) : 6 - 18
  • [4] [窦磊 Dou Lei], 2019, [中国安全科学学报, China Safety Science Journal(CSSJ)], V29, P73
  • [5] Developing a dynamic neighborhood structure for an adaptive hybrid simulated annealing - tabu search algorithm to solve the symmetrical traveling salesman problem
    Lin, Yu
    Bian, Zheyong
    Liu, Xiang
    [J]. APPLIED SOFT COMPUTING, 2016, 49 : 937 - 952
  • [6] Wang C, 2015, INT J COMPUTING SCI, V6
  • [7] [袁磊 Yuan Lei], 2014, [铁道学报, Journal of the China Railway Society], V36, P55
  • [8] Automated Test Sequence Optimization Based on the Maze Algorithm and Ant Colony Algorithm
    Zheng, W.
    Hu, N. W.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2015, 10 (04) : 593 - 606