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A hybrid model for supplier selection: integration of AHP and multi expression programming (MEP).

Authors :
Fallahpour, Alireza
Olugu, Ezutah
Musa, Siti
Source :
Neural Computing & Applications. Mar2017, Vol. 28 Issue 3, p499-504. 6p.
Publication Year :
2017

Abstract

Supplier evaluation and selection is a complicated process which deals with conflicting attributes such as quality, cost. To mitigate the computational complexity, intelligent-based techniques have gained much popularity. But the main shortcoming of the existing models in this regard is to be a black box system. In this paper, we aim to combine analytical hierarchy process with multi-expression programming to both introduce a new evolutionary approach in the field of supplier evaluation and selection and cope with the earlier problem. To show the validity of the model, statistical test was carried out. The finding showed that the proposed model is accurate and acceptable for using in the evaluation process. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09410643
Volume :
28
Issue :
3
Database :
Academic Search Index
Journal :
Neural Computing & Applications
Publication Type :
Academic Journal
Accession number :
121237315
Full Text :
https://doi.org/10.1007/s00521-015-2078-6