کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
480429 1445972 2016 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A new approach to the bi-dimensional representation of the DEA efficient frontier with multiple inputs and outputs
ترجمه فارسی عنوان
یک روش جدید برای بازنمایی دو بعدی مرز موثر DEA با ورودی و خروجی های متعدد
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی


• We propose a new approach to visualize the DEA efficient frontier and the position of the DMUs.
• It is shown that the efficiencies are easily obtained using graphical representation.
• The results of the standard DEA models (CCR and BCC) are used to derive the new graphical representation.
• It is shown that the efficient frontier has always the same shape, regardless of the model.
• Depending on the model and the orientation used, DMUs location may move on the representation plane.

This paper presents a new approach to the graphical presentation of DEA results. Whatever the number of inputs and outputs are, an adequate normalization of their weights is enough to generate a simple bi-dimensional graph, similar to that of the CCR frontier with one input and one output. An advantage over other approaches to the same representation problem is that no complementary techniques are required to plot the frontier. It is also proved that the distance of a DMU to the frontier is related to its efficiency. The proposed approach is also valid for the BCC model.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 255, Issue 1, 16 November 2016, Pages 175–186
نویسندگان
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