Abstract
This paper proposes that a generalization of the set covering problem can be used as an intuitively plausible model for diagnostic problem solving. Such a model is potentially useful as a basis for expert systems in that it provides a solution to the difficult problem of multiple simultaneous disorders. We briefly introduce the theoretical model and then illustrate its application in diagnostic expert systems. Several challenging issues arise in adopting the set covering model to real-world problems, and these are also discussed along with the solutions we have adopted.
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