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Integrated optimization model for three-layer distribution network design and its solution algorithm
Jin L(金莉); Ku T(库涛); Zhu YL(朱云龙); Shen H(申海)
Department工业信息学研究室
Conference Name3rd International Conference on Information Sciences and Interaction Sciences, ICIS 2010
Conference DateJune 23-25, 2010
Conference PlaceChengdu, China
Author of SourceInt. Assoc. Inf., Cult., Hum. Ind. Technol. (AICIT); Inst. Electr. Electron. Eng., Inc.; Inst. Electr. Electron. Eng.(IEEE), Chengdu Sect.; University of Electronic Science and Technology of China (UESTC); Bus. Intell. Counc., Chin. Soc. Manage. Mod.
Source PublicationProceedings - 3rd International Conference on Information Sciences and Interaction Sciences, ICIS 2010
PublisherIEEE Computer Society
Publication PlacePiscataway, NJ
2010
Pages610-615
Indexed ByEI
EI Accession number20104113281343
Contribution Rank1
ISBN978-1-4244-7385-4
KeywordDistributed Parameter Networks Genetic Algorithms Information Science Lagrange Multipliers Optimization
AbstractA particular three-layer capacitated location-routing problem is investigated in which there exist two echelons of facilities to be located. A Lagrangian relaxation is used to separate the problem and obtain lower bound. Subgradient optimization is used to improve the lower bound and feedback information among the sub problems. Genetic algorithm and other heuristics are used to solve subproblems. Two level chromosome coding method composed of binary code and real code and corresponding crossover operator and mutation operator is used. The numerical results indicate that the method is efficient for solving small scale problem.
Language英语
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/8364
Collection工业信息学研究室
Affiliation1.Key Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.Graduate School, Chinese Academy of Sciences, Beijing, China
3.College of Information and Electric Engeneering, Shenyang Agriculture University, Shenyang, China
Recommended Citation
GB/T 7714
Jin L,Ku T,Zhu YL,et al. Integrated optimization model for three-layer distribution network design and its solution algorithm[C]//Int. Assoc. Inf., Cult., Hum. Ind. Technol. (AICIT); Inst. Electr. Electron. Eng., Inc.; Inst. Electr. Electron. Eng.(IEEE), Chengdu Sect.; University of Electronic Science and Technology of China (UESTC); Bus. Intell. Counc., Chin. Soc. Manage. Mod.. Piscataway, NJ:IEEE Computer Society,2010:610-615.
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