Iranian Journal of Mathematical Sciences and Informatics
مجله علوم ریاضی و انفورماتیک
IJMSI
Basic Sciences
http://ijmsi.ir
1
admin
1735-4463
2008-9473
8
10.61186/ijmsi
14
8888
13
en
jalali
1396
1
1
gregorian
2017
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12
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online
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fulltext
en
Modeling Dynamic Production Systems with Network Structure
عمومى
General
پژوهشي
Research paper
<p>This paper deals with the problem of optimizing two-stage structure decision making units (DMUs) where the activity and the performance of two-stage DMU in one period effect on its efficiency in the next period. To evaluate such systems the effect of activities in one period on ones in the next term must be considered. To do so, we propose a dynamic DEA approach to measure the performance of such network units. According to the results of proposed dynamic model the inefficiencies of DMUs improve considerably. Additionally, in models which measure efficiency score, undesirable outputs are mostly treated as inputs, which do not reflect the true production process. We propose an alternative method in dealing with bad outputs. Statistical analysis of sub-efficiencies, i.e. efficiency score of each stage, during all periods represents useful information about the total performance of the stage over all periods.</p>
Data envelopment analysis (DEA), Network DEA, Bad outputs, Dynamic DEA, Sub-efficiency.
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http://ijmsi.ir/browse.php?a_code=A-10-519-1&slc_lang=en&sid=1
F.
Koushki
fkoushki@gmail.com
10031947532846006296
10031947532846006296
Yes
Qazvin Branch, Islamic Azad University