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  • Ekenberg, Love, et al. (author)
  • Second-order risk constraints
  • 2008
  • In: Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, FLAIRS-21. - Menlo Park : AAAI Press. - 9781577353652 ; , s. 637-642
  • Conference paper (peer-reviewed)abstract
    • 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.
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Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Ekenberg, Love (1)
Larsson, Aron, 1976- (1)
Danielson, M (1)
University
Royal Institute of Technology (1)
Stockholm University (1)
Mid Sweden University (1)
Language
English (1)
Research subject (UKÄ/SCB)
Natural sciences (1)
Year
2008 (1)

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