Abstract
The characteristics and environment of advanced manufacturing enterprises are analysed. A process model is briefly proposed to formulate the structured, semistructured, and unstructured decision problems. A framework for a decision support system is proposed that is capable of coordinating with the hybrid models and targeted to build an open system which can be self-organized to respond to a changing and unpredictable environment. Belief network and object-oriented technology are employed to help the system reason and reconfigure itself.
Similar content being viewed by others
References
Bode and Xiping Zhang (1995) Inserting background knowledge in perception through modification of learning algorithm, in Proceedings of the 1995 IEEE International Conference on Neural Networks, Perth Australia, Vol 2, Rundle Mall, Australia, pp. 807–812.
Falconer, K. (1990) Fractal Geometry: Mathematical Foundations and Applications, Wiley, Chichester, pp. xx–xxi.
Haken, H. (1983) Advanced Synergistics, Springer-Verlag, Berlin.
Jacobson, I. (1992) Object-Oriented Software Engineering: A Use Case Driven Approach, Addison-Wesley, Reading MA.
Judea Pearl, I. (1986) Fusion propagation and structuring in belief networks. Artificial Intelligence, 29, 241–288.
Nagel, R. and Dove, D. (1991) 21st Century Manufacturing Enterprise Strategy, Lacocca Institute, Lehigh University, Bethehem PA.
Ren, S. (1993) A systems view of concurrent engineering, in Proceedings of ICCIM93, The expert committe of Automa-tion Technology, The National High-Tech R&D Program, Beijing, pp. 214–220.
Sullivan, L. P. (1986) Quality function deployment. Quality Progress, 19, 39–50.
Wasserman, G. S. (1993) On how to prioritize design requirements during the QFD planning process. IIE Transactions, 25, 59–65.
Xiping Zhang (1996) Neural Networks in quality function deployment. Computer Industrial Engineering, 31, 669–673.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
REN , S., ZHANG , X.D. & ZHANG , X.P. A new generation of decision support systems for advanced manufacturing enterprises. Journal of Intelligent Manufacturing 8, 335–343 (1997). https://doi.org/10.1023/A:1018597930191
Issue Date:
DOI: https://doi.org/10.1023/A:1018597930191