메뉴 건너뛰기




Volumn 211, Issue 8, 1997, Pages 591-603

Application of stochastic real-valued reinforcement neural networks to batch production rescheduling

Author keywords

Batch production; Reinforcement learning; Rescheduling; Temporal difference learning

Indexed keywords

COMPUTER ARCHITECTURE; LEARNING SYSTEMS; NEURAL NETWORKS; PRODUCTION ENGINEERING; RANDOM PROCESSES; SCHEDULING;

EID: 0031342241     PISSN: 09544054     EISSN: None     Source Type: Journal    
DOI: 10.1243/0954405981516535     Document Type: Article
Times cited : (7)

References (13)
  • 1
    • 0029777795 scopus 로고    scopus 로고
    • Job shop scheduling: An experimental investigation of the performance of alternative scheduling rules
    • Rundhawa, S. U. and Zeng, Y. Job shop scheduling: an experimental investigation of the performance of alternative scheduling rules. Prod. Planning Control, 1996, 7(1), 47-56.
    • (1996) Prod. Planning Control , vol.7 , Issue.1 , pp. 47-56
    • Rundhawa, S.U.1    Zeng, Y.2
  • 4
    • 0002116344 scopus 로고
    • Optimisation by mean field annealing
    • (Ed. D. S. Touretzky), Morgan Kaufmann, San Mateo
    • Bribro G., et al. Optimisation by mean field annealing. In Advances in Neural Information Systems 1 (Ed. D. S. Touretzky), 1989, pp. 91-98 (Morgan Kaufmann, San Mateo).
    • (1989) Advances in Neural Information Systems 1 , pp. 91-98
    • Bribro, G.1
  • 5
    • 0026836078 scopus 로고
    • Scheduling for minimising total flow time by neural networks
    • Arizono, I., Yamamoto, A. and Ohta, H. Scheduling for minimising total flow time by neural networks. Int. J. Prod. Res., 1992, 30(3), 503-511.
    • (1992) Int. J. Prod. Res. , vol.30 , Issue.3 , pp. 503-511
    • Arizono, I.1    Yamamoto, A.2    Ohta, H.3
  • 6
    • 0029264307 scopus 로고
    • A new method to optimise the Satellite Broadcasting Schedules using the Mean Field Annealing of a Hopfield Neural Network
    • Ansari, N., Hou, E. S. H. and Yu, Y. A new method to optimise the Satellite Broadcasting Schedules using the Mean Field Annealing of a Hopfield Neural Network. IEEE Trans. Neural Networks, 1995, 6(2), 470-483.
    • (1995) IEEE Trans. Neural Networks , vol.6 , Issue.2 , pp. 470-483
    • Ansari, N.1    Hou, E.S.H.2    Yu, Y.3
  • 7
    • 0006859281 scopus 로고
    • Genetic neuro-schedular: A new approach for job shop scheduling
    • Dagli, C. H. and Sittisathachai, S. Genetic neuro-schedular: A new approach for job shop scheduling. Int. J. Prod. Econ., 1995, 41, 135-145.
    • (1995) Int. J. Prod. Econ. , vol.41 , pp. 135-145
    • Dagli, C.H.1    Sittisathachai, S.2
  • 8
    • 84918834208 scopus 로고
    • A reinforcement learning approach to job-shop scheduling
    • Zhang, W. and Dieterich, T. G. A reinforcement learning approach to job-shop scheduling. Int. Conf. Artif. Intell., 1995, 2, 1114-1120.
    • (1995) Int. Conf. Artif. Intell. , vol.2 , pp. 1114-1120
    • Zhang, W.1    Dieterich, T.G.2
  • 9
    • 0025600638 scopus 로고
    • A stochastic reinforcement learning algorithm for learning real-valued functions
    • Gullapalli, V. A stochastic reinforcement learning algorithm for learning real-valued functions. Neural Networks, 1990, 3, 671-692.
    • (1990) Neural Networks , vol.3 , pp. 671-692
    • Gullapalli, V.1
  • 11
    • 33847202724 scopus 로고
    • Learning to predict by the methods of temporal difference
    • Sutton, R. S. Learning to predict by the methods of temporal difference. Machine Learning, 1988, 3, 9-44.
    • (1988) Machine Learning , vol.3 , pp. 9-44
    • Sutton, R.S.1
  • 12
    • 0000337576 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Williams, R. J. Simple statistical gradient-following algorithms for connectionist reinforcement learning. Machine Learning, 1992, 8(5), 229-256.
    • (1992) Machine Learning , vol.8 , Issue.5 , pp. 229-256
    • Williams, R.J.1
  • 13
    • 0001632132 scopus 로고
    • Hierarchies of adaptive experts
    • (Eds J. E. Moody, S. J. Hanson and R. P. Lippmann), Morgan Kaufmann, San Mateo
    • Jordan, M. I. and Jacobs, R. A. Hierarchies of adaptive experts. In Advances in Neural Information Processing Systems 4 (Eds J. E. Moody, S. J. Hanson and R. P. Lippmann), 1992, pp. 985-992 (Morgan Kaufmann, San Mateo).
    • (1992) Advances in Neural Information Processing Systems 4 , pp. 985-992
    • Jordan, M.I.1    Jacobs, R.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.