Target setting in the general combined-oriented CCR model using an interactive MOLP method |
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Authors: | F. Hosseinzadeh Lotfi A. Ebrahimnejad M. Soltanifar |
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Affiliation: | a Mathematics Department, Sciences and Research Branch, Islamic Azad University, Tehran, Iran b Islamic Azad University, Semnan Branch, Semnan, Iran |
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Abstract: | The traditional data envelopment analysis (DEA) model does not include a decision maker’s (DM) preference structure while measuring relative efficiency, with no or minimal input from the DM. To incorporate DM’s preference information in DEA, various techniques have been proposed. An interesting method to incorporate preference information, without necessary prior judgment, is the use of an interactive decision making technique that encompasses both DEA and multi-objective linear programming (MOLP). In this paper, we will use Zionts-Wallenius (Z-W) method to reflecting the DM’s preferences in the process of assessing efficiency in the general combined-oriented CCR model. A case study will conducted to illustrate how combined-oriented efficiency analysis can be conducted using the MOLP method. |
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Keywords: | Data envelopment analysis Combined-oriented CCR model Multiple objective linear programming Min-Ordering method Interactive multi-objective programming |
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