An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment
Joint Authors
Zhang, Zhicong
Guo, Jianwen
Tang, Hong
Sun, Zhenzhong
Wang, Song
Jia, Xuejun
Chen, Haibin
Source
Science and Technology of Nuclear Installations
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-19
Country of Publication
Egypt
No. of Pages
14
Abstract EN
Assembly sequence planning (ASP) of remote handling maintenance in radioactive environment is a combinatorial optimization problem.
This study proposes an improved shuffled frog leaping algorithm (SFLA) for the combinatorial optimization problem of ASP.
An ASP experiment is conducted to verify the feasibility and stability of the improved SFLA.
Simultaneously, the improved SFLA is compared with SFLA, genetic algorithm, particle swarm optimization, and adaptive mutation particle swarm optimization in terms of efficiency and capability of locating the best global assembly sequence.
Experiment results show that the proposed algorithm exhibits outstanding performance in solving the ASP problem.
The application of the proposed algorithm should increase the level of ASP in a radioactive environment.
American Psychological Association (APA)
Guo, Jianwen& Tang, Hong& Sun, Zhenzhong& Wang, Song& Jia, Xuejun& Chen, Haibin…[et al.]. 2015. An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment. Science and Technology of Nuclear Installations،Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1077849
Modern Language Association (MLA)
Guo, Jianwen…[et al.]. An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment. Science and Technology of Nuclear Installations No. 2015 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1077849
American Medical Association (AMA)
Guo, Jianwen& Tang, Hong& Sun, Zhenzhong& Wang, Song& Jia, Xuejun& Chen, Haibin…[et al.]. An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment. Science and Technology of Nuclear Installations. 2015. Vol. 2015, no. 2015, pp.1-14.
https://search.emarefa.net/detail/BIM-1077849
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1077849