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来源类型Article
规范类型其他
DOI10.1287/mnsc.44.7.962
Structural comparison of data envelopment analysis and multiple objective linear programming.
Joro T; Korhonen P; Wallenius J
发表日期1998
出处Management Science 44 (7): 962-970
出版年1998
语种英语
摘要The concept of efficiency as it applies to Decision Making Units (DMUs), solutions, alternatives plays an important role both in Data Envelopment Analysis (DEA) and Multiple Objective Linear Programming (MOLP). Despite this and other apparent similarities, DEA and MOLP research has developed separately. We show that structurally the DEA formulation to identify efficient units is quite similar to the MOLP model based on the reference point or the reference direction approach to generate efficient solutions. DEA and MOLP should not be seen as substitutes, but rather as complements. We show that they cross-fertilize each other. MOLP provides interesting extensions to DEA and DEA provides new areas of application to MOLP.
主题Decision Analysis and Support (DAS)
关键词Data envelopment analysis Multiple objective linear programming Efficiency Performance measurement
URLhttp://pure.iiasa.ac.at/id/eprint/5377/
来源智库International Institute for Applied Systems Analysis (Austria)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/127734
推荐引用方式
GB/T 7714
Joro T,Korhonen P,Wallenius J. Structural comparison of data envelopment analysis and multiple objective linear programming.. 1998.
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