Sensitivity of decisions with imprecise utility trade-off parameters using boundary linear utility

  1. Lookup NU author(s)
  2. Dr Malcolm Farrow
Author(s)Farrow M, Goldstein M
Publication type Article
JournalInternational Journal of Approximate Reasoning
Year2010
Volume51
Issue9
Pages1100-1113
ISSN (print)0888-613X
ISSN (electronic)1873-4731
Full text for this publication is not currently held within this repository. Alternative links are provided below where available.
In earlier work we have developed methods for analysing decision problems based on multi-attributeutility hierarchies, structured by mutual utility independence, which are not precisely specified due to unwillingness or inability of an individual or group to agree on precise values for the trade-offs between the various attributes. Our analysis is based on whatever limited collection of preferences we may assert between attribute collections. In this paper we introduce three methods to assess the robustness of our selected decision. Two of these use the metric generated by the weights of the boundary linear utility. The third applies directly to the space of trade-off parameters.
PublisherElsevier
URLhttp://dx.doi.org/10.1016/j.ijar.2010.08.002
DOI10.1016/j.ijar.2010.08.002
Actions    Link to this publication