Introducing a new model in Network structure Data Envelopment Analysis with weight control

سال انتشار: 1401
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 149

فایل این مقاله در 8 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

ICIORS15_094

تاریخ نمایه سازی: 23 بهمن 1401

چکیده مقاله:

In basic DEA model, to measure the efficiency, the system considered as a black box disregarding internalprocesses. On the other hand, in data envelopment analysis basic models, we face the challenge of zero and unequalweights for evaluating each decision-making unit. One of the strategies applied to deal with this problem is usingcommon weights of each input/output in all DMUs. In real world, most decision-making units evaluated with eachother include internal processes with different structures referred as network structure. Like the aforementionedchallenge of basic DEA model, there exists such challenge for the network structures. Kao et al proposed thecommon set of weights in a two-stage network structure. This paper aims at proposing the common set of weightsfor network structures in the general case to deal with the above problem. Finally, the mentioned model will beapplied on the numerical examples.

کلیدواژه ها:

Network Data envelopment analysis ، Common Set of Weights ، Decision MakingUnits ، Linear model ، nonlinear model.