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Experience-Based Decision Making: A Satisficing Decision Tree Approach.
- Source :
-
IEEE Transactions on Systems, Man & Cybernetics: Part A . Sep2005, Vol. 35 Issue 5, p641-653. 13p. - Publication Year :
- 2005
-
Abstract
- This paper introduces a framework of experienced-based decision making as an extension of case-based decision making, a recently proposed alternative to expected utility theory. In experienced-based decision making, an agent faced with a new decision problem acts on the basis of experience gathered from previous problems in the past, either through predicting the utility of potential actions or through establishing a direct relationship between decision problems and appropriate actions. In the paper, a realization of the latter approach in the form of "satisficing" decision trees is proposed. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10834427
- Volume :
- 35
- Issue :
- 5
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Systems, Man & Cybernetics: Part A
- Publication Type :
- Academic Journal
- Accession number :
- 18087206
- Full Text :
- https://doi.org/10.1109/TSMCA.2005.851145