TY - JOUR
T1 - Developing a new neutral DEA model for media selection in the existence of imprecise data
AU - Azadi, Majid
AU - Saen, Reza Farzipoor
AU - Momeni, Ehsan
PY - 2013
Y1 - 2013
N2 - An appropriate advertising media selection has a strategic significance for every firm. Media selection problem is an important yet complex decision which requires careful consideration of multiple criteria. One of the techniques that can be used for selecting the media is data envelopment analysis (DEA). Neutral data envelopment analysis (NDEA) model is one of the new models in data envelopment analysis (DEA). In many real world applications, data are often imprecise. A successful approach to address uncertainty in data is to replace crisp data via imprecise data, leading to imprecise DEA (IDEA). In this paper, an imprecise NDEA (INDEA) model is developed for media selection. Finally, a numerical example demonstrates the application of the proposed model.
AB - An appropriate advertising media selection has a strategic significance for every firm. Media selection problem is an important yet complex decision which requires careful consideration of multiple criteria. One of the techniques that can be used for selecting the media is data envelopment analysis (DEA). Neutral data envelopment analysis (NDEA) model is one of the new models in data envelopment analysis (DEA). In many real world applications, data are often imprecise. A successful approach to address uncertainty in data is to replace crisp data via imprecise data, leading to imprecise DEA (IDEA). In this paper, an imprecise NDEA (INDEA) model is developed for media selection. Finally, a numerical example demonstrates the application of the proposed model.
KW - Data envelopment analysis
KW - DEA
KW - Imprecise data
KW - Media selection
KW - NDEA
KW - Neutral data envelopment analysis
UR - http://www.scopus.com/inward/record.url?scp=84881302297&partnerID=8YFLogxK
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U2 - 10.1504/IJOR.2013.055531
DO - 10.1504/IJOR.2013.055531
M3 - Article
AN - SCOPUS:84881302297
SN - 1745-7645
VL - 18
SP - 16
EP - 34
JO - International Journal of Operational Research
JF - International Journal of Operational Research
IS - 1
ER -