KSL-89-56 + redirect page
Reasoning with Multiple Models + Has identifier
Reasoning with Multiple Models + Ksl tr id
Reasoning with Multiple Models + Number
| Reasoning with Multiple Models |
Bibtype
techreport
Has publishing details
June,1989
Has title
Reasoning with Multiple Models
Has where published
KSL-89-56
Has year
1989
Title
Reasoning with Multiple Models
Year
1989
Abstract
It is well accepted that model-based reaso … It is well accepted that model-based reasoning is a powerful tool to achieve robust problem-solving. However, often, the price that must be paid for this robustness is excessive computational cost. One approach to managing this excessive computational cost is to use multiple, approximate models of the domain. Given a problem, one must try and choose the simplest available model that provides acceptable answers for that problem. To reason successfully with multiple, approximate models of the domain, a number of issues need to be addressed. These include ways of picking the appropriate model for each problem, ways of detecting that the current model is inappropriate, and ways of finding and creating more appropriate models when the current model is found to be inappropriate. In this paper we will discuss these issues in some detail and provide some approaches to addressing them. rovide some approaches to addressing them.
Author
P. Pandurang Nayak +
Has author
P. Pandurang Nayak +
Has identifier
Reasoning with Multiple Models +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Reasoning with Multiple Models +
Month
June +
Number
Reasoning with Multiple Models +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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