Title :
Fuzzy case-based reasoning for decision making
Author :
Bonissone, Piero ; Cheetham, William
Author_Institution :
Gen. Electr. Corporate Res. & Dev., Niskayuna, NY, USA
Abstract :
A methodology is described for an automated decision making process. The output of the decision process is a solution to the decision and a confidence value in the correctness of the solution. A fuzzy case-based reasoning approach is used to determine the solution. A fuzzy confidence engine uses values that are by-products of determining the solution in order to calculate the confidence value. This methodology has been implemented in a number of applications.
Keywords :
case-based reasoning; decision support systems; fuzzy set theory; knowledge based systems; decision making; fuzzy case-based reasoning; fuzzy confidence engine; Decision making; Engines; Fuzzy logic; Fuzzy reasoning; Humans; Medical conditions; Pricing; Probes; Productivity; Runtime;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009127
