The Efficiency Analysis for DMU Using the Integration Method of DEA and AHP

• 영문명: The Efficiency Analysis for DMU Using the Integration Method of DEA and AHP
• 발행기관: 한국산업경영시스템학회
• 저자명: 김태성 조남욱 이종환
• 간행물 정보: 『한국산업경영시스템학회 학술대회』2005년 춘계학술대회 논문집, 61~70쪽, 전체 10쪽
• 주제분류: 공학 > 산업공학
• 파일형태: PDF
• 발행일자: 2005.05.01

영문 초록

  This study proposes a new approach which combines Data Envelopment Analysis (DEA) and the Analytic Hierarchy Process (AHP) techniques to effectively evaluate Decision Making Units (DMUs). While DEA evaluates a quantitative data set, employs linear programming to obtain input and output weights and ranks the performance of DMUs, AHP evaluates the qualitative data retrieved from expert opinions and other managerial information in specifying weights.
  The objective of this research is to design a decision support process for managers to incorporate positive aspects of DEA"s absolute numerical evaluations and AHP"s human preference structure values. It is believed that a pragmatic manager will be more receptive to the results that include subjective opinions incorporated into the evaluation of the efficiency of each DMU efficiency when the AHP and DEA are combined simultaneously. The WPDEA method provides better discrimination than the DEA method by reducing the number of efficient units.

목차

Abstract
1. Introduction
2. The Proposed Approach
3. Methodology
4. Applications of WPDEA
5. Conclusion
REFERENCE

키워드

Data Envelopment Analysis Analytic Hierarchy Process Priority Weight Discrimination Efficiency