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AI-BL1.0: a program for automatic on-line beamline optimization using the evolutionary algorithm
Xi, SB; Borgna, LS; Zheng LR(郑黎荣); Hu TD(胡天斗); Zheng, LR; Du, YH; Hu, TD
2017
Source PublicationJOURNAL OF SYNCHROTRON RADIATION
ISSN1600-5775
Volume24Pages:367-373
SubtypeArticle; Proceedings Paper
AbstractIn this report, AI-BL1.0, an open-source Labview-based program for automatic on-line beamline optimization, is presented. The optimization algorithms used in the program are Genetic Algorithm and Differential Evolution. Efficiency was improved by use of a strategy known as Observer Mode for Evolutionary Algorithm. The program was constructed and validated at the XAFCA beamline of the Singapore Synchrotron Light Source and 1W1B beamline of the Beijing Synchrotron Radiation Facility.
Conference Title9th International Workshop on X-Ray Radiation Damage to Biological Crystalline Samples
Conference PlaceLund, SWEDEN
Conference DateMAR 09-11, 2016
Keywordautomatic beamline optimization evolutionary algorithm Labview
DOI10.1107/S1600577516018117
Indexed BySCI ; EI ; PUBMED ; CPCI ; SCOPUS
Language英语
WOS Research AreaInstruments & Instrumentation ; Optics ; Physics
WOS SubjectInstruments & Instrumentation ; Optics ; Physics, Applied
WOS IDWOS:000391724900039
EI Accession Number20165203186752
EI KeywordsEvolutionary algorithms - Genetic algorithms - Light sources - Synchrotrons
EI Classification Number932.1.1 Particle Accelerators
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Document Type期刊论文
Identifierhttp://ir.ihep.ac.cn/handle/311005/285122
Collection多学科研究中心
Affiliation中国科学院高能物理研究所
First Author AffilicationInstitute of High Energy
Recommended Citation
GB/T 7714
Xi, SB,Borgna, LS,Zheng LR,et al. AI-BL1.0: a program for automatic on-line beamline optimization using the evolutionary algorithm[J]. JOURNAL OF SYNCHROTRON RADIATION,2017,24:367-373.
APA Xi, SB.,Borgna, LS.,郑黎荣.,胡天斗.,Zheng, LR.,...&Hu, TD.(2017).AI-BL1.0: a program for automatic on-line beamline optimization using the evolutionary algorithm.JOURNAL OF SYNCHROTRON RADIATION,24,367-373.
MLA Xi, SB,et al."AI-BL1.0: a program for automatic on-line beamline optimization using the evolutionary algorithm".JOURNAL OF SYNCHROTRON RADIATION 24(2017):367-373.
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