Synthesis of solutions under uncertainties in distributed expert systems (1998) [5 citations — 5 self]
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by Chengqi Zhang, Yuefeng Li
in: Proceedings of International Conference on Computational Intelligence and Multimedia Applications
http://www3.cm.deakin.edu.au/~yuefeng/S.ps
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Abstract:
The synthesis of solutions under uncertainties is one of the key issues for cooperation among expert systems in a distributed expert system. In this paper, we present a model to synthesise solutions from different expert systems in a horizontal cooperation. Firstly, we use a conditioning belief function as an approach to ego-modify belief. Then, we use a Boolean algebra hypothesis space to represent the uniform frame of discernment in the model. Last, we propose a synthesis mapping which is a generalization of probabilistic mapping. This mapping can synthesize all uncertainty information encoded by probability functions or mass functions. 1
Citations
| 132 | Cooperative distributed problem solving – Durfee, Lesser, et al. - 1989 |
| 25 | Cooperation Under Uncertainty in Distributed Expert Systems – Zhang - 1992 |
| 15 | GERTIS: A Dempster-Shafer Approach to Diagnosing Hierarchical Hypotheses – YEN - 1989 |
| 10 | Uncertainty Management in a Distributed Knowledge Based System – Khan, Jain - 1985 |
| 9 | HECODES: a framework for heterogeneous cooperative distributed expert system – Zhang, Bell - 1991 |
| 5 | Analysis and Methodologies of Synthesis of Solutions in Distributed Expert Systems – Zhang, Zhang - 1996 |
| 4 | A generalization of the Dempster-Shafer theory – Guan, Bell - 1993 |
| 3 | The distributed vehicle monitoring test bed – Lesser, Corkill |
| 1 | Generalizing the random sets to Boolean algebras, submitted to Australia AI'97 – Li, Zhang |
| 1 | et al., The quantitative prediction and evaluation of mineral resources – Wang, Chen, et al. - 1995 |
