유입량의 변동성을 고려한 저수지 연계 운영 모형의 가중치 선정Determination of Weight Coefficients of Multiple Objective Reservoir Operation Problem Considering Inflow Variation
- Other Titles
- Determination of Weight Coefficients of Multiple Objective Reservoir Operation Problem Considering Inflow Variation
- Authors
- 김민규; 김재희; 김승권
- Issue Date
- 2008
- Publisher
- 한국수자원학회
- Keywords
- 가중치; DEA-윈도우분석; 교차효율성; 다중목적 최적화; 저수지 운영; weight coefficient; DEA-window analysis; cross-efficiency; multiple objective optimization; reservoir operation
- Citation
- 한국수자원학회 논문집, v.41, no.1, pp.1 - 15
- Indexed
- KCI
- Journal Title
- 한국수자원학회 논문집
- Volume
- 41
- Number
- 1
- Start Page
- 1
- End Page
- 15
- URI
- https://scholar.korea.ac.kr/handle/2021.sw.korea/125223
- ISSN
- 1226-6280
- Abstract
- The purpose of this study is to propose a procedure that will be able to find the most efficient sets of weight coefficients for the Geum-River basin in Korea. The result obtained from multi-objective optimization model is inherently sensitive to the weight coefficient on each objective. In multi-objective reservoir operation problems, the coefficient setting may be more complicated because of the natural variation of inflow. Therefore, for multi-objective reservoir operation problems, it may be important for modelers to provide reservoir operators with appropriate sets of weight coefficients considering the inflow variation. This study presents a procedure to find an appropriate set of weight coefficients under the situation that has inflow variation. The proposed procedure uses GA-CoMOM to provide a set of weight coefficient sets. A DEA-window analysis and a cross efficiency analysis are then performed in order to evaluate and rank the sets of weight coefficients for various inflow scenarios. This proposed procedure might be able to find the most efficient sets of weight coefficients for the Geum-River basin in Korea.
- Files in This Item
- There are no files associated with this item.
- Appears in
Collections - College of Engineering > School of Industrial and Management Engineering > 1. Journal Articles
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.