TY - GEN
T1 - A method of test points optimization selection based on improved bacterial foraging algorithm
AU - Hou, Wenkui
AU - Zhang, Zhiming
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/1/16
Y1 - 2017/1/16
N2 - In this paper, an optimal selection method of the test points in the field of test-Ability design is provided. Based on bacterial foraging algorithm and improved particle swarm optimization algorithm. This proposed method, which is named SC BFO (Swarm Cooperation Bacteria Foraging Optimization), is applied in optimization selection of test points. Firstly, in order to ensure the availability of the algorithm, the reliability, accuracy and robustness of the algorithm are tested by using the classical test function. Subsequently, the optimization algorithm is used in a case of test-Ability design and the simulation results show that FDR (Fault Detection Rate) and FIR (Fault Isolation Rate) are both improved as well as the cost of test is reduced by using the SC BFO algorithm.
AB - In this paper, an optimal selection method of the test points in the field of test-Ability design is provided. Based on bacterial foraging algorithm and improved particle swarm optimization algorithm. This proposed method, which is named SC BFO (Swarm Cooperation Bacteria Foraging Optimization), is applied in optimization selection of test points. Firstly, in order to ensure the availability of the algorithm, the reliability, accuracy and robustness of the algorithm are tested by using the classical test function. Subsequently, the optimization algorithm is used in a case of test-Ability design and the simulation results show that FDR (Fault Detection Rate) and FIR (Fault Isolation Rate) are both improved as well as the cost of test is reduced by using the SC BFO algorithm.
KW - Improved bacterial foraging algorithm
KW - Optimization problem
KW - Test point selection
KW - Test-Ability design
UR - https://www.scopus.com/pages/publications/85015634931
U2 - 10.1109/PHM.2016.7819935
DO - 10.1109/PHM.2016.7819935
M3 - 会议稿件
AN - SCOPUS:85015634931
T3 - Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016
BT - Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016
A2 - Miao, Qiang
A2 - Li, Zhaojun
A2 - Zuo, Ming J.
A2 - Xing, Liudong
A2 - Tian, Zhigang
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th IEEE Prognostics and System Health Management Conference, PHM-Chengdu 2016
Y2 - 19 October 2016 through 21 October 2016
ER -