Quantum algorithms for solving data envelopment analysis models

سال انتشار: 1402
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 159

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شناسه ملی سند علمی:

JR_IJNAA-14-1_238

تاریخ نمایه سازی: 5 شهریور 1402

چکیده مقاله:

In traditional optimization models, classical computers have been used to solve mathematical linear or non-linear models. In addition, by data envelopment analysis (DEA) models one can evaluate the relative efficiency of the decision-making units originally in the form of mathematical non-linear models. In this paper, a new attitude is presented in which quantum computers and quantum algorithms can be used to solve DEA models by two different methods. This suggested attitude is worthy to mention as this subject is new and will attract researchers to discuss and improve it.

نویسندگان

Najmeh Malekmohammadi

Department of Mathematics, South Tehran Branch, Islamic Azad University, Tehran, Iran.

Ali Ebrahimnejad

Department of Mathematics, Qaemshahr Branch, Islamic Azad University, Qaemshahr, Iran

Samira Sayedsalehi

Department of Computer Engineering, South Tehran Branch, Islamic Azad University, Tehran, Iran