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An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment
Guo, JW; Tang, H; Sun, ZZ; Wang, S; Jia, XJ; Chen, HB; Zhang, ZC; Jia XJ(贾学军)
2015
发表期刊SCIENCE AND TECHNOLOGY OF NUCLEAR INSTALLATIONS
卷号2015页码:516470
文章类型Article
摘要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.
学科领域Nuclear Science & Technology
DOI10.1155/2015/516470
收录类别SCI ; EI
WOS类目Nuclear Science & Technology
WOS记录号WOS:000353839800001
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ihep.ac.cn/handle/311005/228300
专题东莞分部
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Guo, JW,Tang, H,Sun, ZZ,et al. An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment[J]. SCIENCE AND TECHNOLOGY OF NUCLEAR INSTALLATIONS,2015,2015:516470.
APA Guo, JW.,Tang, H.,Sun, ZZ.,Wang, S.,Jia, XJ.,...&贾学军.(2015).An Improved Shuffled Frog Leaping Algorithm for Assembly Sequence Planning of Remote Handling Maintenance in Radioactive Environment.SCIENCE AND TECHNOLOGY OF NUCLEAR INSTALLATIONS,2015,516470.
MLA Guo, JW,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(2015):516470.
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