지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems Vol.22 No.2
- 발행연도
- 2023.6
- 수록면
- 97 - 108 (12page)
- DOI
- 10.7232/iems.2023.22.2.097
이용수
초록· 키워드
오류제보하기
Data envelopment analysis (DEA) is an effective method for evaluating the relative efficiency of a set of homogeneous decision-making units (DMUs) with precise variables. However, the input/output variables in practical problems may be measured as fuzzy values. In this research, we have developed a hybrid approach for ranking DMUs with fuzzy variables. To begin, a new multi-objective fuzzy data envelopment analysis model (MOFDEA model) based on the alpha-cut method is proposed to measure the DMUs" efficiency interval. As a result, the efficiency interval matrix (EI matrix) is generated. After obtaining the EI matrix, a new optimization model based on Shannon’s entropy is offered to determine criteria weights. Finally, TOPSIS is employed for ranking all DMUs. In this paper, a numerical example of eight manufacturing enterprises is illustrated to show the reliability and effectiveness of the proposed methodology. The proposed MOFDEA model has the main advantage of being able to obtain optimal DEA weights that fully satisfy fuzzy DEA. In addition, the original Shannon entropy method was converted into a new optimization model, an objective weighting method, in order to find criteria weights, which can be conveniently and easily solved using any optimization solver in certain cases involving large amounts of data.
목차
ABSTRACT
1. INTRODUCTION
2. TRIANGULAR FUZZY ARITHMETIC OPERATIONS
3. THE PROPOSED APPROACH
4. ILLUSTRATIONS
5. CONCLUSIONS
REFERENCES
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
DEA에서 랜덤포레스트를 활용한 단계적 벤치마킹 경로 구성 방법
한국 SCM 학회지
2022 .12
-
Using DEA and AHP for Hierarchical Structures of Data
Industrial Engineering & Management Systems
2016 .03
-
On Fuzzy Point Applications of Fuzzy Topological Spaces
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2023 .06
-
A Fuzzy Ant Colony Approach to Fully Fuzzy Resource Constrained Project Scheduling Problem
Industrial Engineering & Management Systems
2017 .09
-
공기업의 상대적 효율성 평가
대한산업공학회 춘계공동학술대회 논문집
2015 .04
-
Toward Multi-Objective Optimization Approach for Solving Cooperative Continuous Static Games under Fuzzy Environment
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2023 .09
-
Non-parametric Statistical Tests for Fuzzy Observations : Fuzzy Test Statistic Approach
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2017 .09
-
Efficiency Analysis of Environmental R&D Projects Using DEA and Malmquist Based on Integrated Efficiency Model
한국환경기술학회지
2021 .10
-
Strong Law of Large Numbers for Fuzzy Random Variables in Fuzzy Metric Space
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2020 .12
-
Fuzzy system reliability using intuitionistic fuzzy Weibull lifetime distribution
International Journal of Reliability and Applications
2015 .06
-
DEA 모형을 이용한 김치제조업체의 효율성 평가
대한산업공학회 춘계공동학술대회 논문집
2015 .04
-
부정확한 데이터를 가지는 자료포락분석을 위한로버스트 최적화 모형의 적용
산업경영시스템학회지
2015 .01
-
Fuzzy Regression Analysis using Trapezoidal Fuzzy Numbers
Industrial Engineering & Management Systems
2020 .12
-
On Mixed b-Fuzzy Topological Spaces
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2020 .09
-
Computational Technique for Solving Imprecisely Defined Non-negative Fully Fuzzy Algebraic System of Linear Equations
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2022 .09
-
On the Relationship among L-Fuzzy Relational Structures
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2024 .09
-
Fuzzy Moderation and Moderated-Mediation Analysis of Real Estate Variables in South Korea
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2023 .12
-
Numerical Solution of Fuzzy Heat Equation with Complex Dirichlet Conditions
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2023 .03
-
The Application of Fuzzy Logic to Assess the Performance of Participants and Components of Building Information Modeling
Journal of construction engineering and project management
2018 .01
-
항공체계 개발단계 품질통제점 분석을 위한 Fuzzy TOPSIS 적용 방법
항공우주시스템공학회 학술행사 논문집
2024 .10
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2023-530-001477219