Hybrid Optimization Algorithm of Particle Swarm Optimization and Cuckoo Search for Preventive Maintenance Period Optimization
Joint Authors
Guo, Jianwen
Tang, Hong
Wang, Song
Jia, Xuejun
Sun, Zhenzhong
Ye, Guoliang
Wu, Guohong
Yan, Xiaohui
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-02-16
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
All equipment must be maintained during its lifetime to ensure normal operation.
Maintenance is one of the critical roles in the success of manufacturing enterprises.
This paper proposed a preventive maintenance period optimization model (PMPOM) to find an optimal preventive maintenance period.
By making use of the advantages of particle swarm optimization (PSO) and cuckoo search (CS) algorithm, a hybrid optimization algorithm of PSO and CS is proposed to solve the PMPOM problem.
The test functions show that the proposed algorithm exhibits more outstanding performance than particle swarm optimization and cuckoo search.
Experiment results show that the proposed algorithm has advantages of strong optimization ability and fast convergence speed to solve the PMPOM problem.
American Psychological Association (APA)
Guo, Jianwen& Sun, Zhenzhong& Tang, Hong& Jia, Xuejun& Wang, Song& Yan, Xiaohui…[et al.]. 2016. Hybrid Optimization Algorithm of Particle Swarm Optimization and Cuckoo Search for Preventive Maintenance Period Optimization. Discrete Dynamics in Nature and Society،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1103329
Modern Language Association (MLA)
Guo, Jianwen…[et al.]. Hybrid Optimization Algorithm of Particle Swarm Optimization and Cuckoo Search for Preventive Maintenance Period Optimization. Discrete Dynamics in Nature and Society No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1103329
American Medical Association (AMA)
Guo, Jianwen& Sun, Zhenzhong& Tang, Hong& Jia, Xuejun& Wang, Song& Yan, Xiaohui…[et al.]. Hybrid Optimization Algorithm of Particle Swarm Optimization and Cuckoo Search for Preventive Maintenance Period Optimization. Discrete Dynamics in Nature and Society. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1103329
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1103329