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DEA nonradial efficiency based on vector properties

delete2013-01-17
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Silvio Figueiredo Gomes Júnior *
J
João Carlos Correia Baptista Soares de Mello
L
Lídia Ângulo Meza
DOI:10.1111/itor.12000delete
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摘要

摘要

En 中文
Classic data envelopment analysis (DEA) models determine the efficiency of productive units, called decision making units (DMUs). DEA uses as its methodology the equiproportional reduction of inputs or increase of outputs and the finding of a single target for each DMU. This target does not incorporate the preference of the decision maker. Later works propose obtaining alternative targets based on nonradial projections on the efficiency frontier that are obtained through nonproportional variations of inputs or outputs. However, the efficiencies are not calculated for these alternative targets. This impedes a comparison among the DMUs. Thus, diverse nonradial efficiency indexes have been proposed based on mathematical averages or weighted averages that do not consider the vectorial characteristics of the efficiency. In this work, we present a nonradial efficiency index based on the initial concept of efficiency associated with each alternative (nonradial) target obtained through a multiobjective model of an inefficient DMU.
Keyword:
data envelopment analysis
vectorial efficiency
nonradial projection
alternative targets
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International Transactions in Operational Research 封面图
International Transactions in Operational Research
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Universidade Federal Fluminense 封面图
Universidade Federal Fluminense
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