Incorporating negative values into the Analytic Hierarchy Process

Incorporating negative values into the Analytic Hierarchy Process

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Article ID: iaor20062994
Country: United Kingdom
Volume: 32
Issue: 12
Start Page Number: 3163
End Page Number: 3173
Publication Date: Dec 2005
Journal: Computers and Operations Research
Authors: ,
Keywords: decision theory: multiple criteria, analytic hierarchy process
Abstract:

This paper describes why and how ratio scaled multiple criteria analysis techniques, such as the Analytic Hierarchy Process (AHP), should allow for a subtraction mechanism whereby negative preference (aversion) is combined with positive preference. The main contribution of the paper is a demonstration of how the current imposition of a strictly positive additive value structure can lead to incorrect preference ratios and even incorrect ranking of alternatives. The proposed preference elicitation and computation method solves these problems in a simple and intuitive manner.

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