A Qualitative Linear Utility Theory for Spohn’s Theory of Epistemic Beliefs

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Issue Date
2000-08Author
Giang, Phan H.
Shenoy, Prakash P.
Publisher
Morgan Kaufmann Publishers
Format
251304 bytes
Type
Book chapter
Metadata
Show full item recordAbstract
In this paper, we formulate a qualitative “linear”
utility theory for lotteries in which uncertainty
is expressed qualitatively using a Spohnian disbelief function. We argue that a rational decision maker facing an uncertain decision problem in which the uncertainty is expressed qualitatively should behave so as to maximize “qualitative expected utility.” Our axiomatization of the qualitative utility is similar to the axiomatization developed by von Neumann and Morgenstern for probabilistic lotteries. We compare our results with other recent results in qualitative decision making.
ISBN
1-55860-709-9Collections
Citation
Giang, P. H. and P. P. Shenoy, "A Qualitative Linear Utility Theory for Spohn’s Theory of Epistemic Beliefs," in C. Boutilier and M. Goldszmidt (eds.), Vol. 16, pp. 220--229, Morgan Kaufmann, San Francisco, CA.
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