Multi-Attribute Decision-Making Model by Applying Grey Numbers

  • Authors:
  • Edmundas Kazimieras Zavadskas;Arturas Kaklauskas;Zenonas Turskis;Jolanta Tamošaitienė

  • Affiliations:
  • -;-;-;Vilnius Gediminas Technical University, Sauletekio al. 11, LT-10223 Vilnius, Lithuania, e-mail: edmundas.zavadskas@adm.vgtu.lt

  • Venue:
  • Informatica
  • Year:
  • 2009

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Abstract

Multi-attribute analysis is a useful tool in many economical, managerial, constructional, etc. problems. The accuracy of performance measures in COPRAS (The multi-attribute COmplex PRoportional ASsessment of alternatives) method is usually assumed to be accurate. This method assumes direct and proportional dependence of the weight and utility degree of investigated versions on a system of attributes adequately describing the alternatives and on values and weights of the attributes. However, there is usually some uncertainty involved in all multi-attribute model inputs. The objective of this research is to demonstrate how simulation can be used to reflect fuzzy inputs, which allows more complete interpretation of model results. A case study is used to demonstrate the concept of general contractor choice of on the basis of multiple attributes of efficiency with fuzzy inputs applying COPRAS-G method. The research has concluded that the COPRAS-G method is appropriate to use.