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Volumn 58, Issue 3, 2011, Pages 1052-1060

A suitable initialization procedure for speeding a neural network job-shop scheduling

Author keywords

Computer integrated manufacturing; hopfield networks; manufacturing automation; manufacturing automation software; manufacturing planning; manufacturing scheduling; optimization methods; production management; resource management

Indexed keywords

HOPFIELD NETWORKS; MANUFACTURING AUTOMATION; MANUFACTURING AUTOMATION SOFTWARE; MANUFACTURING PLANNING; MANUFACTURING SCHEDULING; OPTIMIZATION METHODS; PRODUCTION MANAGEMENT; RESOURCE MANAGEMENT;

EID: 79951648196     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2010.2048290     Document Type: Article
Times cited : (44)

References (29)
  • 1
    • 0029518862 scopus 로고
    • Implementing heuristics as an optimization criterion in neural networks for job-shop scheduling
    • Dec.
    • T. M. Willems and L. E. M. W. Brandts, "Implementing heuristics as an optimization criterion in neural networks for job-shop scheduling," J. Intell. Manuf., vol. 6, no. 6, pp. 377-387, Dec. 1995.
    • (1995) J. Intell. Manuf. , vol.6 , Issue.6 , pp. 377-387
    • Willems, T.M.1    Brandts, L.E.M.W.2
  • 2
    • 0344063733 scopus 로고
    • Neural nets for job-shop scheduling will they do the job
    • T. M. Willems and J. E. Rod, "Neural nets for job-shop scheduling will they do the job?" Proc. IFAC 12th World Conf., 1993, vol. 3, pp. 53-56.
    • (1993) Proc. IFAC 12th World Conf. , vol.3 , pp. 53-56
    • Willems, T.M.1    Rod, J.E.2
  • 3
    • 0028375547 scopus 로고
    • Neural networks for job-shop scheduling
    • Feb
    • T.M.Willems and J. E. Roda, "Neural networks for job-shop scheduling," Control Eng. Pract., vol. 2, no. 1, pp. 31-39, Feb. 1994.
    • (1994) Control Eng. Pract. , vol.2 , Issue.1 , pp. 31-39
    • Willems, T.M.1    Roda, J.E.2
  • 5
    • 79951618803 scopus 로고    scopus 로고
    • Algorithms for the jobshop scheduling problem: A comparison of different methods
    • Chania Greece Jun
    • J. Käschel, T. Teich, G. Köbernik, and B. Meier, "Algorithms for the jobshop scheduling problem: A comparison of different methods," in Proc. Eur. Symp. Intell. Techn., Chania, Greece, Jun. 1999.
    • (1999) Proc. Eur. Symp. Intell. Techn.
    • Käschel, J.1    Teich, T.2    Köbernik, G.3    Meier, B.4
  • 6
    • 71049117693 scopus 로고    scopus 로고
    • QoS modeling and analysis for manufacturing networks: A service framework
    • Z. Zhou, W. Xu, D. T. Pham, and C. Ji, "QoS modeling and analysis for manufacturing networks: A service framework," in Proc. IEEE INDIN, 2009, pp. 825-830.
    • (2009) Proc.IEEE INDIN , pp. 825-830
    • Zhou, Z.1    Xu, W.2    Pham, D.3    Ji, T.C.4
  • 7
    • 63149191229 scopus 로고    scopus 로고
    • Design and verification of distributed industrial manufacturing control systems
    • Orlando FL Nov 10-13
    • M. Hirsch, D. Missal, and H.-M. Hanisch, "Design and verification of distributed industrial manufacturing control systems," in Proc. 34th IEEE IECON, Orlando, FL, Nov. 10-13, 2008, pp. 152-157.
    • (2008) Proc. 34th IEEE IECON , pp. 152-157
    • Hirsch, M.1    Missal, D.2    Hanisch, H.M.3
  • 8
    • 63149096275 scopus 로고    scopus 로고
    • Table-based scheduling method for distributed demand side management
    • Orlando FL Nov 10-13
    • T. Handa, A. Oda, T. Tachikawa, Y. Watanabe, J. Ichimura, and H. Nishi, "Table-based scheduling method for distributed demand side management," in Proc. 34th IEEE IECON, Orlando, FL, Nov. 10-13, 2008, pp. 2748-2753.
    • (2008) Proc. 34th IEEE IECON , pp. 2748-2753
    • Handa, T.1    Oda, A.2    Tachikawa, T.3    Watanabe, Y.4    Ichimura, J.5    Nishi, H.6
  • 9
    • 77951613196 scopus 로고    scopus 로고
    • New shifting method for job shop scheduling subject to invariant constraints of resources availability
    • A. Yahyaoui, N. Fnaiech, and F. Fnaiech, "New shifting method for job shop scheduling subject to invariant constraints of resources availability," in Proc. IEEE IECON, 2009, pp. 3387-3392.
    • (2009) Proc.IEEE IECON , pp. 3387-3392
    • Yahyaoui, A.1    Fnaiech, N.2    Fnaiech, F.3
  • 10
    • 63149092410 scopus 로고    scopus 로고
    • An adaptive genetic algorithm based approach for production reactive scheduling of manufacturing systems
    • Orlando FL Nov. 10-13
    • O. Morandin, D. S. Sanches, A. C. Deriz, E. Kato, and R. H. Tsunaki, "An adaptive genetic algorithm based approach for production reactive scheduling of manufacturing systems," in Proc. 34th IEEE IECON, Orlando, FL, Nov. 10-13, 2008, pp. 1461-1466.
    • (2008) Proc. 34th IEEE IECON , pp. 1461-1466
    • Morandin, O.1    Sanches, D.S.2    Deriz, A.C.3    Kato, E.4    Tsunaki, R.H.5
  • 11
    • 58049107004 scopus 로고    scopus 로고
    • A search method using genetic algorithm for production reactive scheduling of manufacturing systems
    • Orlando FL Nov. 10-13
    • O. Morandin, E. R. R. Kato, A. C. Deriz, and D. S. Sanches, "A search method using genetic algorithm for production reactive scheduling of manufacturing systems," in Proc. 34th IEEE IECON, Orlando, FL, Nov. 10-13, 2008, pp. 1843-1848.
    • (2008) Proc. 34th IEEE IECON , pp. 1843-1848
    • Morandin, O.1    Kato, E.R.R.2    Deriz, A.C.3    Sanches, D.S.4
  • 12
    • 67650340016 scopus 로고    scopus 로고
    • A design of an intelligent maintenance integrated system into manufacturing systems
    • R. A. Zaied and K. Abhary, "A design of an intelligent maintenance integrated system into manufacturing systems," in Proc. IEEE ICIT, 2009, pp. 1-6.
    • (2009) Proc. IEEE ICIT , pp. 1-6
    • Zaied, R.A.1    Abhary, K.2
  • 13
    • 33847734738 scopus 로고    scopus 로고
    • Intelligent control and integration software for flexible manufacturing cells
    • DOI 10.1109/TII.2006.890529
    • A. Ferrolho and M. Crisostomo, "Intelligent control and integration software for flexible manufacturing cells," IEEE Trans. Ind. Electron., vol. 3, no. 1, pp. 3-11, Feb. 2007. (Pubitemid 46384624)
    • (2007) IEEE Transactions on Industrial Informatics , vol.3 , Issue.1 , pp. 3-11
    • Ferrolho, A.1    Crisostomo, M.2
  • 14
    • 0024122608 scopus 로고
    • Stochastic neural networks for solving job-shop scheduling: Parts I. Problem representation
    • S. Y.-P. Foo and Y. Takefuji, "Stochastic neural networks for solving job-shop scheduling: Parts I. Problem representation," in Proc. IEEE Int. Conf. Neural Netw., 1988, vol. 2, pp. 275-282.
    • (1988) Proc. IEEE Int. Conf. Neural Netw. , vol.2 , pp. 275-282
    • Foo, S.Y.P.1    Takefuji, Y.2
  • 15
    • 0024122470 scopus 로고
    • Integer-linear programming neural networks for job-shop scheduling
    • S. Y.-P. Foo and Y. Takefuji, "Integer-linear programming neural networks for job-shop scheduling," in Proc. IEEE IJCNN, 1988, pp. 341-348.
    • (1988) Proc. IEEE IJCNN , pp. 341-348
    • Foo, S.Y.P.1    Takefuji, Y.2
  • 16
    • 0029294452 scopus 로고
    • Scaling properties of neural networks for job-shop scheduling
    • May
    • S. Y. Foo, Y. Takefuji, and H. Szu, "Scaling properties of neural networks for job-shop scheduling," Neurocomputing, Optim. Combinatorics, vol. 8, pt. I, pp. 79-91, May 1995.
    • (1995) Neurocomputing Optim. Combinatorics , vol.8 , Issue.1 , pp. 79-91
    • Foo, S.Y.1    Takefuji, Y.2    Szu, H.3
  • 17
    • 0028255405 scopus 로고
    • Neural network approach for minimizing the makespan of the general job-shop
    • Jan
    • T. Satake, K. Morikawa, and N. Nakamura, "Neural network approach for minimizing the makespan of the general job-shop," Int. J. Prod. Econ., vol. 33, no. 1-3, pp. 67-74, Jan. 1994.
    • (1994) Int. J. Prod. Econ. , vol.33 , Issue.1-3 , pp. 67-74
    • Satake, T.1    Morikawa, K.2    Nakamura, N.3
  • 18
    • 0033742040 scopus 로고    scopus 로고
    • Constraint satisfaction adaptive neural network and heuristics combined approaches for generalized job-shop scheduling
    • Mar
    • S. Yang and D. Wang, "Constraint satisfaction adaptive neural network and heuristics combined approaches for generalized job-shop scheduling," IEEE Trans. Neural Netw., vol. 11, no. 2, pp. 474-485, Mar. 2000.
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.2 , pp. 474-485
    • Yang, S.1    Wang, D.2
  • 19
    • 67650326795 scopus 로고    scopus 로고
    • Fuzzy controller design using a new shuffled frog leaping algorithm
    • T.-H. Huynh and D.-H. Nguyen, "Fuzzy controller design using a new shuffled frog leaping algorithm," in Proc. IEEE ICIT, 2009, pp. 10-13.
    • (2009) Proc. IEEE ICIT , pp. 10-13
    • Huynh, T.H.1    Nguyen, D.H.2
  • 20
    • 67651177905 scopus 로고    scopus 로고
    • Integrated hybrid-PSO and fuzzy-NN decoupling control for temperature of reheating furnace,"
    • Jul
    • Y.-X. Liao, J.-H. She, and M. Wu, "Integrated hybrid-PSO and fuzzy-NN decoupling control for temperature of reheating furnace," IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2704-2714, Jul. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.7 , pp. 2704-2714
    • Liao, Y.X.1    She, J.H.2    Wu, M.3
  • 21
    • 68449100493 scopus 로고    scopus 로고
    • The application of particle swarm optimization to passive and hybrid active power filter design
    • Aug
    • N. He, D. Xu, and L. Huang, "The application of particle swarm optimization to passive and hybrid active power filter design," IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 2841-2851, Aug. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.8 , pp. 2841-2851
    • He, N.1    Xu, D.2    Huang, L.3
  • 22
    • 59049090820 scopus 로고    scopus 로고
    • Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system
    • Nov
    • F. Tao, D. Zhao, Y. Hu, and Z. Zhou, "Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system," IEEE Trans. Ind. Informat., vol. 4, no. 4, pp. 315-327, Nov. 2008.
    • (2008) IEEE Trans. Ind. Informat. , vol.4 , Issue.4 , pp. 315-327
    • Tao, F.1    Zhao, D.2    Hu, Y.3    Zhou, Z.4
  • 23
    • 63149160556 scopus 로고    scopus 로고
    • A local search strategy for power system voltage control
    • Nov
    • H. M. Ma and K. F. Man, "A local search strategy for power system voltage control," in Proc. IEEE IECON, Nov. 2008, pp. 55-60.
    • (2008) Proc. IEEE IECON , pp. 55-60
    • Ma, H.M.1    Man, K.F.2
  • 24
    • 34447284944 scopus 로고    scopus 로고
    • A review on evolution of production scheduling with neural networks
    • DOI 10.1016/j.cie.2007.04.006, PII S0360835207000666
    • D. E. Akyol and G. M. Bayhan, "A review on evolution of production scheduling with neural networks," Comput. Ind. Eng., vol. 53, no. 1, pp. 95-122, Aug. 2007. (Pubitemid 47042307)
    • (2007) Computers and Industrial Engineering , vol.53 , Issue.1 , pp. 95-122
    • Akyol, D.E.1    Bayhan, G.M.2
  • 27
    • 34249973653 scopus 로고
    • A survey of priority rule-based scheduling
    • Mar
    • R. Haupt, "A survey of priority rule-based scheduling," OR Spektrum, vol. 11, no. 1, pp. 3-16, Mar. 1989.
    • (1989) OR Spektrum , vol.11 , Issue.1 , pp. 3-16
    • Haupt, R.1
  • 28
    • 26844467313 scopus 로고    scopus 로고
    • A hybrid method for solving stochastic job shop scheduling problems
    • DOI 10.1016/j.amc.2004.11.036, PII S0096300304009178
    • R. Tavakkoli-Moghaddam, F. Jolai, F. Vaziri, P. K. Ahmed, and A. Azaron, "A hybrid method for solving stochastic job shop scheduling problems," Appl. Math. Comput., vol. 170, no. 1, pp. 185-206, Nov. 2005. (Pubitemid 41454805)
    • (2005) Applied Mathematics and Computation , vol.170 , Issue.1 , pp. 185-206
    • Tavakkoli-Moghaddam, R.1    Jolai, F.2    Vaziri, F.3    Ahmed, P.K.4    Azaron, A.5
  • 29
    • 34047181443 scopus 로고    scopus 로고
    • A tabu search algorithm with a new neighbourhood structure for the job shop scheduling problem
    • Nov
    • C. Yong, Z. Pei, G. Li, Z. Lin, G. Yun, and Q. Rao, "A tabu search algorithm with a new neighbourhood structure for the job shop scheduling problem," Comput. Oper. Res., vol. 34, no. 11, pp. 3229-3242, Nov. 2007.
    • (2007) Comput. Oper. Res. , vol.34 , Issue.11 , pp. 3229-3242
    • Yong, C.1    Pei, Z.2    Li, G.3    Lin, Z.4    Yun, G.5    Rao, Q.6


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