Multi-dimensional stability analysis for Analytic Network Process models View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2020-03-07

AUTHORS

M. Gabriela Sava, Luis G. Vargas, Jerrold H. May, James G. Dolan

ABSTRACT

The decision-making process involves, most of the time, working with limited and/or incomplete information to obtain a one-time synthesis of one’s preferences. However, additional information might be acquired by the decision-maker at a later time. To identify the impact that the additional information could have on the initial result, we developed a new multi-dimensional stability analysis that provides a comprehensive image of how preferences change or evolve, as perturbations are applied to the criteria weights, without reiterating the preference elicitation process. The insights provided by the new method helped define a set of stability measures useful in a practical setting. To show the direct implementation of the findings of the multi-dimensional stability analysis, we applied the method developed to a randomly generated ANP model. More... »

PAGES

1401-1424

References to SciGraph publications

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/s10479-020-03553-4

DOI

http://dx.doi.org/10.1007/s10479-020-03553-4

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1125485319


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