New Models for Computing the Distance of DMUs to the Weak Efficient Boundary of Convex and Nonconvex PPSs in DEA
New Models for Computing the Distance of DMUs to the Weak Efficient Boundary of Convex and Nonconvex PPSs in DEA
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DOI:
10.1142/s021759591750035x
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发表时间:
2017-12
期刊:
影响因子:
--
通讯作者:
J. Vakili
中科院分区:
文献类型:
--
作者:
J. Vakili
In data envelopment analysis (DEA), calculating the distances of decision making units (DMUs) from the weak efficient boundary of a production possibility set (PPS) is a very important subject which has attracted increasing interest of researchers in recent years. The distances of DMUs to the weak efficient boundary of the PPS can be used to evaluate the performance of DMUs, obtain the closest efficient patterns and also assess the sensitivity and stability of efficiency classifications in DEA. The present study proposes some new models which compute the distances of DMUs from the weak efficient boundary of a PPS for both convex and nonconvex PPSs using Holder norms. In fact, the presented models assist a DMU to improve its performance by an appropriate movement towards the weak efficient boundary.