Aggregation of uncertain opinions in distributed expert systems

By: Call Number: AIT RSPR no. CS-86-3 Contributor(s): Material type: TextSeries: Asian Institute of Technology. Research studies project report ; no. CS-86-3Publication details: Bangkok : Asian Institute of Technology, 1986Description: 52 pSubject(s): Online resources: Dissertation note: Research Studies Project Report (M. Sc.) - Asian Institute of Technology, 1986 Summary: A distributed expert system consists of a number of expert systems sharing their knowledge to solve a common set of problems . An opinion or a solution suggested by a distributed expert system is obtained by aggregating opinions of member expert systems which may contain some uncertainty due to the in complete ness of avail able information Based on the theories of fuzzy sets and Dempster-Shafer , this study lakes an axiomatic approach in investigating the properties of various operators used to aggregate such un certain options. A set of axioms together with their interpretations are first given. Then, the operators are defined and their properties investigated and summarized in the form of theorems .
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22-AIT Thesis (Replacement) Asian Institute of Technology Library AIT Publications AIT RSPR no. CS-86-3 (Browse shelf(Opens below)) 3 Available 30050120617054
40-Archives Asian Institute of Technology Library Archives AIT RSPR no. CS-86-3 (Browse shelf(Opens below)) Available 30050160005137

A research study submitted in partial fulfillment of the requirements for the degree of Master of Science, School of Engineering and Technology

Research Studies Project Report (M. Sc.) - Asian Institute of Technology, 1986

A distributed expert system consists of a number of expert systems sharing their knowledge to solve a common set of problems . An opinion or a solution suggested by a distributed expert system is obtained by aggregating opinions of member expert systems which may contain some uncertainty due to the in complete ness of avail able information Based on the theories of fuzzy sets and Dempster-Shafer , this study lakes an axiomatic approach in investigating the properties of various operators used to aggregate such un certain options. A set of axioms together with their interpretations are first given. Then, the operators are defined and their properties investigated and summarized in the form of theorems .

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