DEA model with generalized reference set and its properties
Zhanxin Ma
Abstract
Zhanxin Ma
Abstract
As the reference set in traditional data envelopment analysis(DEA) method is made of all the effective decision-making units,only the information which is compared with effective decision-making units can be gotten by using traditional DEA methods.In fact,the information which is compared with some average units(such as the enrollment mark),low units(such as the tolerable limit) or some special units(such as the selected samples,standards or some specific objects) is needed by decision-maker,while the traditional DEA method cannot provide this kind of information.For solving all above problems,a DEA model with a generalized reference set is given and its corresponding properties are discussed,which includes a basic DEA model with generalized reference set and its corresponding efficiency conception,the meaning of generalized DEA efficiency and the method for judging the generalized DEA efficiency,and the relationship between the DEA method with generali-zed reference set and the traditional method.
OpenAlex reports 8 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
As the reference set in traditional data envelopment analysis(DEA) method is made of all the effective decision-making units,only the information which is compared with effective decision-making units can be gotten by using traditional DEA methods.In fact,the information which is compared with some average units(such as the enrollment mark),low units(such as the tolerable limit) or some special units(such as the selected samples,standards or some specific objects) is needed by decision-maker,while the traditional DEA method cannot provide this kind of information.For solving all above problems,a DEA model with a generalized reference set is given and its corresponding properties are discussed,which includes a basic DEA model with generalized reference set and its corresponding efficiency conception,the meaning of generalized DEA efficiency and the method for judging the generalized DEA efficiency,and the relationship between the DEA method with generali-zed reference set and the traditional method.
Key concepts: Data envelopment analysis, Set (abstract data type), Limit (mathematics), Decision maker, Computer science, Mathematics, Mathematical optimization, Operations research