메뉴 건너뛰기




Volumn 9, Issue 1, 1998, Pages 2-12

Scheduling with neural networks: A review of the literature and new research directions

Author keywords

Neural networks; Scheduling

Indexed keywords

BROADCASTING; COMBINATORIAL MATHEMATICS; COMPUTATIONAL METHODS; FORECASTING; NEURAL NETWORKS; OPTIMIZATION; SATELLITE COMMUNICATION SYSTEMS;

EID: 0031627997     PISSN: 09537287     EISSN: 13665871     Source Type: Journal    
DOI: 10.1080/095372898234460     Document Type: Article
Times cited : (32)

References (61)
  • 3
    • 11544255151 scopus 로고
    • A special purpose neural network for scheduling satellite broadcasting times
    • Bourret, P., Remmy, F., and Goodall, S., 1990, A special purpose neural network for scheduling satellite broadcasting times. Proceedings of the ICNN, Vol. 3.
    • (1990) Proceedings of the ICNN , vol.3
    • Bourret, P.1    Remmy, F.2    Goodall, S.3
  • 5
    • 0027576654 scopus 로고
    • A robust adaptive scheduler for an intelligent workstation controller
    • Cho, H., and Wsky, A., 1994, A robust adaptive scheduler for an intelligent workstation controller. International J ournal of P roduction Research, 31(4), 771-789.
    • (1994) International Journal of Production Research , vol.31 , Issue.4 , pp. 771-789
    • Cho, H.1    Wsky, A.2
  • 6
    • 0039986700 scopus 로고
    • The use of neural networks in determining operational policies for manufacturing systems
    • Chryssolouris, G., Lee, M., and Domroeese, M., 1991, The use of neural networks in determining operational policies for manufacturing systems. Journal of M anufacturing Systems, 10(2), 166-175.
    • (1991) Journal of Manufacturing Systems , vol.10 , Issue.2 , pp. 166-175
    • Chryssolouris, G.1    Lee, M.2    Domroeese, M.3
  • 7
    • 0030086592 scopus 로고    scopus 로고
    • Artificial neural networks for supporting production planning and control
    • Corsten, H., and May, C., 1996, Artificial neural networks for supporting production planning and control. T echnovation, 16(2), 67-76.
    • (1996) Technovation , vol.16 , Issue.2 , pp. 67-76
    • Corsten, H.1    May, C.2
  • 9
    • 0013423462 scopus 로고
    • Design and competition-based neural networks for combinatorial optimization
    • Fang, L., and Li, T., 1990, Design and competition-based neural networks for combinatorial optimization. International J ournal of N eural Systems, 1(3), 221—235.
    • (1990) International Journal of Neural Systems , vol.1 , Issue.3 , pp. 221-235
    • Fang, L.1    Li, T.2
  • 10
    • 0024122470 scopus 로고
    • Integer linear programming neural networks for job-shop scheduling
    • Foo, Y. P. S., and Takefuji, Y., 1988c, Integer linear programming neural networks for job-shop scheduling. Proceedings of the ICNN, 2, 341-348.
    • (1988) Proceedings of the ICNN , vol.2 , pp. 341-348
    • Foo, Y.P.S.1    Takefuji, Y.2
  • 11
    • 0029294452 scopus 로고
    • Scaling properties of neural networks for job-shop scheduling
    • Foo, Y. P. S., Takefuji, Y., and Szu, H., 1995, Scaling properties of neural networks for job-shop scheduling. Neurocomputing, 8, 79-91.
    • (1995) Neurocomputing , vol.8 , pp. 79-91
    • Foo, Y.P.S.1    Takefuji, Y.2    Szu, H.3
  • 12
    • 0024122608 scopus 로고
    • Stochastic neural networks for solving job-shop scheduling
    • Foo, Y. P. S., and Takefuji, Y., 1988a, Stochastic neural networks for solving job-shop scheduling: Part 1. Problem presentation. Proceedings of the ICNN, 2, 275-282.
    • (1988) Proceedings of the ICNN , vol.2 , pp. 275-282
    • Foo, Y.P.S.1    Takefuji, Y.2
  • 13
    • 0024125703 scopus 로고
    • Stochastic neural networks for solving job-shop scheduling
    • Foo, Y. P. S., and Takefuji, Y., 1988b, Stochastic neural networks for solving job-shop scheduling: Part 2. Architecture and simulation. Proceedings of the ICNN, 2, 283-290.
    • (1988) Proceedings of the ICNN , vol.2 , pp. 283-290
    • Foo, Y.P.S.1    Takefuji, Y.2
  • 14
    • 84982522109 scopus 로고
    • Fox, M. S., and Smith, S. F., 1984, I SI: A knowledge based system for factory scheduling. Expert Systems J ournal, 1(1), 2549.
    • (1984) Expert Systems Journal , vol.1 , Issue.1 , pp. 25-49
    • Fox, M.S.1    Smith, S.F.2
  • 18
    • 0023541064 scopus 로고
    • Nonlinear networks for deterministic scheduling
    • Gulati, S., and Iyengar, S. S., 1987, Nonlinear networks for deterministic scheduling. Proceedings of the ICNN, 4, 745-752.
    • (1987) Proceedings of the ICNN , vol.4 , pp. 745-752
    • Gulati, S.1    Iyengar, S.S.2
  • 19
    • 85008822620 scopus 로고
    • A supervised neural network approach to optimization as applied to the n-job, m-machine job sequencing problem
    • Hayes, P. V., and Sayegh, S. I., 1982, A supervised neural network approach to optimization as applied to the n-job, m-machine job sequencing problem. Proceedings of annie’ 92.
    • (1982) Proceedings of annie’ 92
    • Hayes, P.V.1    Sayegh, S.I.2
  • 20
    • 0023289012 scopus 로고
    • The potential impact of artificial intelligence on the practice of O.R
    • Hendry, L. C., 1987, The potential impact of artificial intelligence on the practice of O.R. European Journal of Operational Research, 28, 218-225.
    • (1987) European Journal of Operational Research , vol.28 , pp. 218-225
    • Hendry, L.C.1
  • 24
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J. J., 1982, Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Science, 2554-2558.
    • (1982) Proceedings of the National Academy of Science , pp. 2554-2558
    • Hopfield, J.J.1
  • 25
    • 0021835689 scopus 로고
    • Neural computation of decisions in optimization problems
    • Hopfield, J. J., and Tank, D. W., 1985, Neural computation of decisions in optimization problems. Biological Cybernetics, 52, 141-152.
    • (1985) Biological Cybernetics , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 26
    • 0026852343 scopus 로고
    • Scheduling with neural networks-The case space Hubble telescope
    • Johnson, M. D., and Adorf, H. M., 1992, Scheduling with neural networks-The case space Hubble telescope. Computers and O perations Research, 19(3/4), 209-275.
    • (1992) Computers and Operations Research , vol.19 , Issue.3-4 , pp. 209-275
    • Johnson, M.D.1    Adorf, H.M.2
  • 28
    • 26444479778 scopus 로고
    • Optimization by simulating annealing
    • Kirkpatrick, S., Gelatt, C. D., and Vechhi, M. P., 1983, Optimization by simulating annealing. Science, 220, 671-680.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vechhi, M.P.3
  • 29
    • 0023978834 scopus 로고
    • Expert systems for planning and scheduling manufacturing systems
    • Kusiak, A., and Cheng, M., 1988, Expert systems for planning and scheduling manufacturing systems. European Journal of Operational Research, 34(3), 745-752.
    • (1988) European Journal of Operational Research , vol.34 , Issue.3 , pp. 745-752
    • Kusiak, A.1    Cheng, M.2
  • 30
    • 0030147542 scopus 로고    scopus 로고
    • Short-term hydro scheduling using Hopfield neural network. IEE Proc.-Gener
    • Liang, R. H., and Hsu, Y. Y., 1996, Short-term hydro scheduling using Hopfield neural network. IEE Proc.-Gener. Transm. distrib., 143(3), 269-275.
    • (1996) IEE Proc.-Gener. Transm.Distrib , vol.143 , Issue.3 , pp. 269-275
    • Liang, R.H.1    Hsu, Y.Y.2
  • 31
    • 78649742351 scopus 로고
    • Integrating neural networks and semi-Markov process for automated knowledge acquisition: An application to real time scheduling
    • Liang, T. P., Moskowitz, H., and Yih, Y., 1992, Integrating neural networks and semi-Markov process for automated knowledge acquisition: An application to real time scheduling. Decision Sciences, 23(3), 1297-1313.
    • (1992) Decision Sciences , vol.23 , Issue.3 , pp. 1297-1313
    • Liang, T.P.1    Moskowitz, H.2    Yih, Y.3
  • 33
    • 0026852716 scopus 로고
    • Neural network methods in combinatorial optimization
    • Looi, C., 1992, Neural network methods in combinatorial optimization. Computers and Operations Reserach, 19(3/4), 818-823.
    • (1992) Computers and Operations Reserach , vol.19 , Issue.3-4 , pp. 818-823
    • Looi, C.1
  • 34
    • 0025700735 scopus 로고
    • Introduction to computation and learning in artificial neural networks
    • Masson, E., and Wang, Y., 1990, Introduction to computation and learning in artificial neural networks. EuropeanJ ournai of Operational Research, 47, 1-28.
    • (1990) Europeanj Ournai of Operational Research , vol.47 , pp. 1-28
    • Masson, E.1    Wang, Y.2
  • 36
    • 85008811717 scopus 로고
    • NeuralWare Inc
    • Neural Ware Reference Guide, 1992, NeuralWare Inc., Pittsburgh, PA 15276.
    • (1992)
  • 37
    • 0028483686 scopus 로고
    • Scheduling with neural networks
    • Pellerin, D., and Herault, J., 1994, Scheduling with neural networks: Application to time table construction. Neurocomputing, 6, 419-442.
    • (1994) Neurocomputing , vol.6 , pp. 419-442
    • Pellerin, D.1    Herault, J.2
  • 38
    • 0022526114 scopus 로고
    • Artificial intelligence-An overview of similarities with O.R
    • Phelps, R. I., 1986, Artificial intelligence-An overview of similarities with O.R. Journal of Operational Research Society, 37, 657-668.
    • (1986) Journal of Operational Research Society , vol.37 , pp. 657-668
    • Phelps, R.I.1
  • 39
    • 84990604706 scopus 로고
    • Using neural networks to determine internally-set due-date assignments for job-shop scheduling
    • Philipoom, P., Wiegmann, and Rees, L. P., 1994, Using neural networks to determine internally-set due-date assignments for job-shop scheduling. Decision Sciences, 25, 42,825-42,851.
    • (1994) Decision Sciences , pp. 851
    • Philipoom, P.W.1    Wiegmann2    Rees, L.P.3
  • 40
    • 0031078573 scopus 로고    scopus 로고
    • Cost-based due-date assignment with the use of classical and neural-network approaches
    • Philipoom, P., Wiegmann, and Rees, L. P., 1997, Cost-based due-date assignment with the use of classical and neural-network approaches. Naval Research Logistics, 44, 421-446.
    • (1997) Naval Research Logistics , vol.44 , pp. 421-446
    • Philipoom, P.1    Wiegmann2    Rees, L.P.3
  • 41
    • 0005869183 scopus 로고
    • Neural network to select dynamic scheduling heuristic
    • Pierreval, H., 1993, Neural network to select dynamic scheduling heuristic. Revue des Sytemes de Decision, 2(2), 173-190.
    • (1993) Revue Des Sytemes De Decision , vol.2 , Issue.2 , pp. 173-190
    • Pierreval, H.1
  • 44
    • 0024631951 scopus 로고
    • Learning and optimization of machining operations using computing abilities of neural networks. IEEE Transactions on Systems
    • Rangwala, S., and Dornfeld, D. A., 1989, Learning and optimization of machining operations using computing abilities of neural networks. IEEE Transactions on Systems, Man, and Cybernetics, 19(2), 299-314.
    • (1989) IEEE Transactions on Systems, Man, and Cybernetics , vol.19 , Issue.2 , pp. 299-314
    • Rangwala, S.1    Dornfeld, D.A.2
  • 46
    • 0041472806 scopus 로고
    • Artificial neural networks: Investigations and developments of neural networks for scheduling problems
    • Sabuncuoglu, I., and Hommertzheim, D. L., 1992, Artificial neural networks: Investigations and developments of neural networks for scheduling problems. Presented at 1992 tim s/ORSA Joint National Meeting, Orlando, USA.
    • (1992) Tim S/Orsa Joint National Meeting, Orlando, USA
    • Sabuncuoglu, I.1    Hommertzheim, D.L.2
  • 48
    • 0000383868 scopus 로고
    • Parallel networks that learn to pronounce English text
    • Sejnowski, T. J., and Rosenberg, C. M., 1987, Parallel networks that learn to pronounce English text. Complex Systems, 1, 145-168.
    • (1987) Complex Systems , vol.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.M.2
  • 49
    • 21344493313 scopus 로고
    • Neural networks for the MS/OR analyst
    • Sharda, R., 1994, Neural networks for the MS/OR analyst: An application bibliography. Interfaces, 24, 116-130.
    • (1994) Interfaces , vol.24 , pp. 116-130
    • Sharda, R.1
  • 52
    • 0027644831 scopus 로고
    • A real-time scheduler using neural networks for independent and nonpreemptable tasks with deadlines and resource requirements
    • Thawonmas, R., Shiratori, N., and Noguchi, S., 1993, A real-time scheduler using neural networks for independent and nonpreemptable tasks with deadlines and resource requirements. IEICE Trans. Inf. and Syst., E76(8), 947-955.
    • (1993) IEICE Trans Inf and Syst , vol.76 , Issue.8 , pp. 947-955
    • Thawonmas, R.1    Shiratori, N.2    Noguchi, S.3
  • 53
    • 0042514536 scopus 로고
    • Applications of neural networks in manufacturing management systems
    • Udo, G.J., and Gupta, Y. P., 1994, Applications of neural networks in manufacturing management systems. Production Planning & Control. 5, 258-270.
    • (1994) Production Planning & Control , vol.5 , pp. 258-270
    • Udo, G.J.1    Gupta, Y.P.2
  • 54
    • 0026851407 scopus 로고
    • A stochastic neural network for resource constrained scheduling
    • Vaithyanathan, S., and Ignizo, J. P., 1992, A stochastic neural network for resource constrained scheduling. Computers and Operations Research, 19(3/4), 241-254.
    • (1992) Computers and Operations Research , vol.19 , Issue.3-4 , pp. 241-254
    • Vaithyanathan, S.1    Ignizo, J.P.2
  • 55
    • 0010514808 scopus 로고
    • Goal programming network for linear programming
    • Van Hulle, M. M., 1991a, Goal programming network for linear programming. Biological Cybernetics, 65, 243-252.
    • (1991) Biological Cybernetics , vol.65 , pp. 243-252
    • Van Hulle, M.M.1
  • 56
    • 0040362367 scopus 로고
    • A goal programming network for mixed integer linear programming
    • Van Hulle, M. M., 1991b, A goal programming network for mixed integer linear programming: A case study for the jobshop scheduling problem. International Journal of Neural Systems, 2(3), 201-209.
    • (1991) International Journal of Neural Systems , vol.2 , Issue.3 , pp. 201-209
    • Van Hulle, M.M.1
  • 57
    • 0029518862 scopus 로고
    • Implementing heuristics as an optimization criterion in neural networks for job-shop problems
    • Willems, T. M., and Brandts, L. E. M. W., 1995, Implementing heuristics as an optimization criterion in neural networks for job-shop problems. Journai of Intelligent Manufacturing, 6, 377-387.
    • (1995) Journai of Intelligent Manufacturing , vol.6 , pp. 377-387
    • Willems, T.M.1    Brandts2
  • 58
    • 0027562597 scopus 로고
    • Robot scheduling in a circuit board production line
    • Yih, Y., Liang, T., and Moskowitz, H., 1993, Robot scheduling in a circuit board production line: A hybrid ORR/ANN approach. IIE Transactions, 5(2), 26-33.
    • (1993) IIE Transactions , vol.5 , Issue.2 , pp. 26-33
    • Yih, Y.1    Liang, T.2    Moskowitz, H.3
  • 59
    • 0001861196 scopus 로고
    • An introduction to neural networks and comparison with artificial intelligence and expert systems
    • Zahedi, F., 1991, An introduction to neural networks and comparison with artificial intelligence and expert systems. Interfaces, 21(2), 25-38.
    • (1991) Interfaces , vol.21 , Issue.2 , pp. 25-38
    • Zahedi, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.