期刊
APPLIED MATHEMATICAL MODELLING
卷 37, 期 9, 页码 6325-6338出版社
ELSEVIER SCIENCE INC
DOI: 10.1016/j.apm.2013.01.026
关键词
Induced aggregation operators; VIKOR; Distance measures; Material selection
资金
- Public Health Department of Shanghai Pudong Development District [PWR12012-06]
- Project of Shanghai Pudong Development District Science and Technology Commission [PKJ2009-Y20]
In this paper, a hybrid decision making approach integrating induced aggregation operators into VIKOR is proposed for tackling multicriteria problems with conflicting and non-commensurable (different units) criteria. For doing so, we develop a new distance aggregation operator called the induced ordered weighted averaging standardized distance (IOWASD) operator. It is an aggregation operator that provides a wide range of standardized distance measures between the maximum and the minimum by using the induced OWA (IOWA) operator. The main advantage of the IOWA-based VIKOR (IOWA-VIKOR) is that it is able to reflect the complex attitudinal character of the decision maker by using order inducing variables and provide much more complete information for decision making. We also studied some of the IOWASD's main properties and different particular cases and further generalized it by using the induced generalized OWA (IGOWA) operator. Finally, we apply the integrated IOWA-VIKOR method in a multi-criteria decision making problem regarding the selection of materials and the results are compared for different types of standardized distance aggregation operators. (C) 2013 Elsevier Inc. All rights reserved.
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