Application of Artificial Immune System-DEA in Performance Evaluation of Iranian Textile Production Units (Case Study: Kordestan Province)

Publish Year: 1398
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

ICIORS12_293

تاریخ نمایه سازی: 24 شهریور 1398

Abstract:

Performance measurement and improvement of Decision- Making Units (DMUs) is the important object of DEA technique. However, when DMUs face up to large-scale datasets, DEA requires more time to solve and calculate the optimal values for every single DMU. In this paper, a new hybrid method based on the Data Envelopment Analysis and Artificial Immune system (DEA-AIS) for evaluating the efficiency and predicting the optimal values of inefficient units in Iranian textile Production is presented.

Authors

Fahimeh Hassanzadeh

Department of Mathematics and computer science, Lorestan University, Khorramabad, Lorestan, Iran

Kobra Babaei

bDepartment of Mathematics and computer science, Lorestan University, Khorramabad, Lorestan, Iran

Majid Yarahmadi

bDepartment of Mathematics and computer science, Lorestan University, Khorramabad lorestan,iran