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Data Envelopment Analysis (DEA) as mathematical models evaluates thetechnical efficiency of Decision Making Units (DMU) having multiple inputs andmultiple outputs. Researchers are interested in applying DEA models in MultiAttribute Decision Making (MADM) environment, but evaluation by these models isdifferent in nature than MADM. This is why the results are not satisfactory. Inthis paper first, a challenging discussion is provided to indicate rankingusing traditional DEA models is not reliable, and then a hybrid model using DEAand fuzzy concepts is proposed to present a self-assessment for each DMU.

An Alternative method in Multi-Attribute Decision Making using Data Envelopment Analysis and Fuzzy concept