The Optimization of Bank Branches Efficiency by Means of Response Surface Method and Data Envelopment Analysis: A Case of Iran

• 발행기관: 한국유통과학회
• 저자명: Elham Shadkam Mehdi Bijari
• 간행물 정보: 『The Journal of Asian Finance, Economics and Business(JAFEB)』Vol. 2 No.2, 13~18쪽, 전체 6쪽
• 주제분류: 경제경영 > 경제학
• 파일형태: PDF
• 발행일자: 2015.04.30

영문 초록

In this paper the DRC model is presented for solving multi objective problem. The proposed model is a combination of data envelopment analysis, Cuckoo algorithm and the response surface method. Due to reasons like costs, time and irreversible damages, it is not possible to analyze each and every one of the proposed models in practice, so the simulation is used. Since the number of experiments for simulation process is high then the optimization has gone to practice and directs the simulation process. The response surface method is used as one of the approaches of simulation optimization. Furthermore, data envelopment analysis is used to consider several response surfaces as efficiency response surface. Then this efficiency response surface is solved by Cuckoo algorithms. The main advantage of DRC model is to make one efficiency response surface function instate of multi surface function for every output and also using the advantages of Cuckoo algorithms. In order to demonstrate the effectiveness of the proposed approach, the branches of Refah bank in Mashhad is analyzed and the results are presented.

목차

1. Introduction

2. Proposed DRC Model

3. Implementation of DRC Model in Branches of Mashhad Refah Bank

4. Conclusion

References

키워드

Simulation Optimization Response Surface Method Data Envelopment Analysis Cuckoo Algorithm