42
Views
0
CrossRef citations to date
0
Altmetric
Original Articles

A HYBRID HOPFIELD NEURAL NETWORKS BASED SIMULATION APPROACH FOR OPTIMISATION OF MANUFACTURING GROUP SCHEDULING

, &
Pages 300-308 | Received 01 Jul 2006, Accepted 01 Dec 2006, Published online: 09 Feb 2010

REFERENCES

  • Abou , S. C. and Dao , T. M. 2001 . “ A new neuron network based approach for optimisation of manufacturing group scheduling ” . In Proceedings of the IIE Annual Conference, Industrial Engineering Research Conference Dallas, Texas, , USA May 20–22
  • Binato , S. , Hery , W. J. , Loewenstern , D. M. and Resende , M. G. C. 2002 . “ A GRASP for job-shop scheduling,” . In Essays and Surveys in Metaheuristics Edited by: Ribeiro , C. C. and Hansen , P. 58 – 79 . Kluwer Academic Publisher .
  • Cheng , R. , Gen , M. and Tsujimura , Y. 1999 . A tutorial survey of job-shop scheduling problems using genetic algorithms, part II: hybrid genetic search strategies . Computers & Industrial Engineering , 36 : 343 – 364 .
  • Dao , T. M. , Rodner , S. , Benoit , P. S. and Galopin , M. 1995 . “ A knowledge based simulation system for solution identification in group scheduling ” . In Proceedings of the 14th IASTED International Conference on Modelling Identification and Control Innsbruck, , Austria Feb. 20–23
  • Grossberg , S. 1988 . Non-linear neural networks: Principles, mechanisms, and architectures . Neural Networks , 1 : 17 – 61 .
  • Hanada , A. and Ohnishi , K. 1993 . “ Near optimal job shop scheduling using neural network parallel computing ” . In Proceedings of the 19th Annual Conference of IEEE Industrial Electronics 315 – 320 . Maui, HI, , USA Nov. 15–19
  • Hopfield , J. J. and Tank , D. W. 1985 . Neural computation of decisions in optimization problems . Biological Cibernetics , 52 : 141 – 152 .
  • Le Cun , Y. 1986 . “ Learning process in an asymmetric threshold network,” . In Disordered Systems and Biological Organisation Edited by: Bienenstock , E. New-York : Springer-Verlag .
  • Nowicki , E. and Smutnicki , C. A fast tabu search algorithm for the job-shop scheduling problem . Management science , 42 797 – 813 .
  • Sun , K. H. and Fu , H. C. 1993 . A hybrid neural model for solving optimisation problems . IEEE Transactions on Computer , 42 : 219 – 227 .
  • Wang , L. and Zheng , D. 2001 . An effective hybrid optimisation strategy for job-shop scheduling problems . Computers & Operations Research , 28 : 585 – 596 .
  • Watanabe , Y. , Yoshimo , K. and Kakeshita , T. 1997 . Solving combinatorial optimisation problems using oscillatory neural networks . IEICE Transaction on Information and Systems , E80-D : 72 – 77 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.