A fuzzy DEA slacks-based approach

This paper deals with the problem of efficiency assessment using Data Envelopment Analysis (DEA) when the input and output data are given as fuzzy sets. In particular, a fuzzy extension of the measure of inefficiency proportions, a well-known slacks-based additive inefficiency measure, is considered...

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Detalles Bibliográficos
Autores: Arana Jiménez, Manuel, Sánchez Gil, María Carmen, Lozano Segura, Sebastián
Tipo de recurso: artículo
Estado:Versión enviada para evaluación y publicación
Fecha de publicación:2022
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/137217
Acceso en línea:https://hdl.handle.net/11441/137217
https://doi.org/10.1016/j.cam.2020.113180
Access Level:acceso abierto
Palabra clave:Relative efficiency
Fuzzy data
DEA
Measure of inefficiency proportions
Fuzzy targets
Descripción
Sumario:This paper deals with the problem of efficiency assessment using Data Envelopment Analysis (DEA) when the input and output data are given as fuzzy sets. In particular, a fuzzy extension of the measure of inefficiency proportions, a well-known slacks-based additive inefficiency measure, is considered. The proposed approach also provides fuzzy input and output targets. Computational experiences and comparison with other fuzzy DEA approaches are reported.