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Volumn 18, Issue 11, 2012, Pages 2446-2458

Improved NSGA for complex manufacturing environment

Author keywords

Flexible workshop scheduling; Improved non dominated sorting genetic algorithm; Multi objective optimization; Simulation

Indexed keywords

ADAPTIVE CROSSOVERS; COEFFICIENT METHODS; COMPLEX MANUFACTURING; CONVERGENCE SPEED; DUAL RESOURCE; ELITISM STRATEGY; FLEXIBLE JOB-SHOP SCHEDULING; FUZZY SCHEDULING; MULTI OBJECTIVE; MULTI OBJECTIVE OPTIMIZATIONS (MOO); MULTI-OBJECTIVE OPTIMIZATION PROBLEM; MULTI-OBJECTIVE SCHEDULING; NON-DOMINATED SORTING GENETIC ALGORITHMS; NSGA-II; OBJECTIVE FUNCTIONS; POPULATION DIVERSITY; PRODUCTION CYCLE; RESOURCE CONSTRAINT; SEARCH PERFORMANCE; SIMULATION; SORTING METHOD;

EID: 84871456851     PISSN: 10065911     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (20)
  • 1
    • 53749102032 scopus 로고    scopus 로고
    • Multi-objective flexible Job Shop scheduling: Design and evaluation by simulation modeling
    • XING Lining, CHEN Yingwu, YANG Kewei. Multi-objective flexible Job Shop scheduling: design and evaluation by simulation modeling [J]. Applied Soft Computing, 2009, 9(1): 362-376.
    • (2009) Applied Soft Computing , vol.9 , Issue.1 , pp. 362-376
    • Xing, L.1    Chen, Y.2    Yang, K.3
  • 2
    • 67349174559 scopus 로고    scopus 로고
    • An effective hybrid particles warm optimization algorithm for multi-objective flexible Job Shop scheduling problem
    • ZHANG Guohui, SHAO Xinyu, LI Peigen, et al. An effective hybrid particles warm optimization algorithm for multi-objective flexible Job Shop scheduling problem [J]. Computers & Industrial Engineering, 2009, 56(2): 1309-1318.
    • (2009) Computers & Industrial Engineering , vol.56 , Issue.2 , pp. 1309-1318
    • Zhang, G.1    Shao, X.2    Li, P.3
  • 3
    • 77950585375 scopus 로고    scopus 로고
    • Fuzzy flexible job shop scheduling method based on multi-Agent immune algorithm
    • Chinese source
    • XU Xinli, YING Shiyan, WANG Wanliang. Fuzzy flexible job shop scheduling method based on multi-Agent immune algorithm [J]. Control and Decision, 2010, 25(2): 171-184(in Chinese).
    • (2010) Control and Decision , vol.25 , Issue.2 , pp. 171-184
    • Xu, X.1    Ying, S.2    Wang, W.3
  • 4
    • 34548480960 scopus 로고    scopus 로고
    • Multi-objective flexible Job Shop scheduling of batch production
    • Chinese source
    • JU Quanyong, ZHU Jianying. Multi-objective flexible Job Shop scheduling of batch production [J]. Chinese Journal of Mechanical Engineering, 2007, 43(8): 148-154(in Chinese).
    • (2007) Chinese Journal of Mechanical Engineering , vol.43 , Issue.8 , pp. 148-154
    • Ju, Q.1    Zhu, J.2
  • 5
    • 33746559361 scopus 로고    scopus 로고
    • Research on multi-objective optimization for flexible Job Shop scheduling
    • Chinese source
    • WU Xiuli, SUN Shudong, YU Jianjun, et al. Research on multi-objective optimization for flexible Job Shop scheduling [J]. Computer Integrated Manufacturing Systems, 2006, 12(5): 731-736(in Chinese).
    • (2006) Computer Integrated Manufacturing Systems , vol.12 , Issue.5 , pp. 731-736
    • Wu, X.1    Sun, S.2    Yu, J.3
  • 6
    • 77955649729 scopus 로고    scopus 로고
    • Hybrid Pareto based tabu search algorithm for solving the multi-objective flexible job shop scheduling problem
    • Chinese source
    • LI Junqing, PAN Quanke, WANG Yuting. Hybrid Pareto based tabu search algorithm for solving the multi-objective flexible job shop scheduling problem [J]. Computer Integrated Manufacturing Systems, 2010, 16(7): 1419-1426(in Chinese).
    • (2010) Computer Integrated Manufacturing Systems , vol.16 , Issue.7 , pp. 1419-1426
    • Li, J.1    Pan, Q.2    Wang, Y.3
  • 7
    • 70349397093 scopus 로고    scopus 로고
    • Multi-objective optimization method research on flexible job shop scheduling problem
    • Chinese source
    • WEI Wei, TAN Jianrong, FENG Yixiong, et al. Multi-objective optimization method research on flexible job shop scheduling problem [J]. Computer Integrated Manufacturing Systems, 2009, 15(8): 1592-1598(in Chinese).
    • (2009) Computer Integrated Manufacturing Systems , vol.15 , Issue.8 , pp. 1592-1598
    • Wei, W.1    Tan, J.2    Feng, Y.3
  • 8
    • 78649330971 scopus 로고    scopus 로고
    • A Pareto approach to multi-objective flexible job-shop scheduling problem using particle swarm optimization and local search
    • GHASEM M, MEHDI M. A Pareto approach to multi-objective flexible job-shop scheduling problem using particle swarm optimization and local search [J]. International Journal of Production Economics, 2011, 129(1): 14-22.
    • (2011) International Journal of Production Economics , vol.129 , Issue.1 , pp. 14-22
    • Ghasem, M.1    Mehdi, M.2
  • 9
    • 33746788617 scopus 로고    scopus 로고
    • Crowding-measure-based multi-objective evolutionary algorithm for job shop scheduling
    • LEI Deming, WU Zhiming. Crowding-measure-based multi-objective evolutionary algorithm for job shop scheduling [J]. International Journal of Advanced Manufacturing Technology, 2006, 30(1/2): 112-117.
    • (2006) International Journal of Advanced Manufacturing Technology , vol.30 , Issue.1-2 , pp. 112-117
    • Lei, D.1    Wu, Z.2
  • 10
    • 77954362568 scopus 로고    scopus 로고
    • Improved NSGA-II for the multi-objective flexible Job-Shop scheduling problem
    • Chinese source
    • ZHANG Chaoyong, DONG Xing, WANG Xiaojuan, et al. Improved NSGA-II for the multi-objective flexible Job-Shop scheduling problem [J]. Journal of Mechanical Engineering, 2010, 46(11): 156-164(in Chinese).
    • (2010) Journal of Mechanical Engineering , vol.46 , Issue.11 , pp. 156-164
    • Zhang, C.1    Dong, X.2    Wang, X.3
  • 11
    • 84947923627 scopus 로고    scopus 로고
    • The Pareto envelope based selection algorithm for multi-objective optimization
    • CORNE D W. The Pareto envelope based selection algorithm for multi-objective optimization [J]. Lecture Notes in Computer Science, 2000, 1917: 839-848.
    • (2000) Lecture Notes in Computer Science , vol.1917 , pp. 839-848
    • Corne, D.W.1
  • 12
    • 84901404865 scopus 로고    scopus 로고
    • The Pareto archived evolution strategy: A new baseline algorithm for multi-objective optimization
    • Piscataway, N.J., USA: IEEE Press
    • KNOWLES J, CORNE D. The Pareto archived evolution strategy: a new baseline algorithm for multi-objective optimization [C]//Proceedings of the 1999 Congress on Evolutionary Computation. Piscataway, N.J., USA: IEEE Press, 1999: 98-105.
    • (1999) Proceedings of the 1999 Congress on Evolutionary Computation , pp. 98-105
    • Knowles, J.1    Corne, D.2
  • 14
    • 0033318858 scopus 로고    scopus 로고
    • Multi-objective evolutionary algorithm: A comparative case study and the strength Pareto approach
    • ZITZLER E, THILE L. Multi-objective evolutionary algorithm: a comparative case study and the strength Pareto approach [J]. IEEE Transactions on Evolutionary Computation, 1999, 3(4): 257-271.
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thile, L.2
  • 15
    • 0000852513 scopus 로고
    • Multi-objective function optimization using non-dominated sorting genetic algorithm
    • SRINIVAS N, DEB K. Multi-objective function optimization using non-dominated sorting genetic algorithm [J]. Evolutionary Computation, 1995, 2(3): 221-248.
    • (1995) Evolutionary Computation , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 18
    • 0002284602 scopus 로고
    • An investigation of niche and species formation in genetic function optimization
    • San Francisco, Cal., USA: Morgan Kaufmann Publishers
    • DEB K, GOLDBERG D E. An investigation of niche and species formation in genetic function optimization [C]//Proceedings of the 3rd International Conference on Genetic Algorithms. San Francisco, Cal., USA: Morgan Kaufmann Publishers, 1989: 42-50.
    • (1989) Proceedings of the 3rd International Conference on Genetic Algorithms , pp. 42-50
    • Deb, K.1    Goldberg, D.E.2
  • 19
    • 0036464279 scopus 로고    scopus 로고
    • Approach by localization and multi-objective evolutionary optimization for flexible job-shop scheduling problems
    • KACEM I, HAMMADI S, BORNE P. Approach by localization and multi-objective evolutionary optimization for flexible job-shop scheduling problems [J]. IEEE Transactions on Systems, Man, and Cybernetics-Part C, 2002, 32(1): 1-13.
    • (2002) IEEE Transactions on Systems, Man, and Cybernetics-Part C , vol.32 , Issue.1 , pp. 1-13
    • Kacem, I.1    Hammadi, S.2    Borne, P.3
  • 20
    • 14044268702 scopus 로고    scopus 로고
    • An effective hybrid optimization approach for multi-objective flexible Job Shop scheduling problems
    • XIA Weijun, WU Zhiming. An effective hybrid optimization approach for multi-objective flexible Job Shop scheduling problems [J]. Computers & Industrial Engineering, 2005, 48(2): 409-425.
    • (2005) Computers & Industrial Engineering , vol.48 , Issue.2 , pp. 409-425
    • Xia, W.1    Wu, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.