FPGA-Based Hardware/Software CoDesign of an Expert System Shell
This paper presents a new method for implementing in hardware expert systems based on belief revision concepts. The expert system’s knowledge base is first automatically translated to an equivalent network representation where nodes are facts and links stand for relationships. Then, changes are propagated throughout the network. The conclusions are extracted after no more changes occur in the state of the nodes. The automatic generation of the hardware network structure is described. Finally, the results obtained in this FPGA-based implementation are compared to those yielded by a Java-based implementation, the system’s efficiency being thus demonstrated.
KeywordsExpert System Belief Revision Combinational Logic Bayesian Belief Network Source Code File
Unable to display preview. Download preview PDF.
- 1.Bonarini, A., et al.: Belief Revision and Uncertainty: a proposal accepting cyclic dependencies, Dipartimento de Elettronica, Politecnico di Milano, Report n.90-067 (1990)Google Scholar
- 2.Cenan, C.: An expert system shell based on belief revision concepts. ACAM scientific journal, 35–45, Cluj-Napoca (1996)Google Scholar
- 4.Creţ, O., et al.: A HW Implementation of an Expert System Shell Based on Belief Revision Concepts. In: 4th International Conference on Technical Informatics CONTI 2000, Timisoara, Romania (October 2000)Google Scholar