• Title of article

    The local geometry of multiattribute tradeoff preferences Original Research Article

  • Author/Authors

    Michael McGeachie، نويسنده , , Jon Doyle، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2011
  • Pages
    31
  • From page
    1122
  • To page
    1152
  • Abstract
    Existing representations for multiattribute ceteris paribus preference statements have provided useful treatments and clear semantics for qualitative comparisons, but have not provided similarly clear representations or semantics for comparisons involving quantitative tradeoffs. We use directional derivatives and other concepts from elementary differential geometry to interpret conditional multiattribute ceteris paribus preference comparisons that state bounds on quantitative tradeoff ratios. This semantics extends the familiar economic notion of marginal rate of substitution to multiple continuous or discrete attributes. The same geometric concepts also provide means for interpreting statements about the relative importance of different attributes.
  • Keywords
    Decision theory , Preference representation , Ceteris paribus reasoning , Multiattribute tradeoffs
  • Journal title
    Artificial Intelligence
  • Serial Year
    2011
  • Journal title
    Artificial Intelligence
  • Record number

    1207843