Second-Order Risk Constraints
2008 (English)In: 21st International FLAIRS Conference, AAAI Press , 2008Conference paper (Refereed)
This paper discusses how numerically imprecise information can be modelled and how a risk evaluation process can be elaborated by integrating procedures for numerically imprecise probabilities and utilities. More recently, representations and methods for stating and analysing probabilities and values (utilities) with belief distributions over them (second order representations) have been suggested. In this paper, we are discussing some shortcomings in the use of the principle of maximising the expected utility and of utility theory in general, and offer remedies by the introduction of supplementary decision rules based on a concept of risk constraints taking advantage of second-order distributions.
Place, publisher, year, edition, pages
AAAI Press , 2008.
Second-order decision analysis, risk constraints, utility theory
Research subject Computer and Systems Sciences
IdentifiersURN: urn:nbn:se:su:diva-132840OAI: oai:DiVA.org:su-132840DiVA: diva2:955394