Integrated framework for robustness analysis using ratio-based efficiency model with application to evaluation of Polish airports

详细信息    查看全文

• 作者：Miłosz Kadziński ; ^{milosz.kadzinski@cs.put.poznan.pl} ; Anna Labijak ^{anna.labijak@student.put.poznan.pl} ; Małgorzata Napieraj ^{napieraj.malgorzata@gmail.com}
• 关键词：Data envelopment analysis ; Ratio-based efficiency ; Robustness analysis ; Stochastic multicriteria acceptability analysis ; Airport efficiency ; Software
• 刊名：Omega
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：67
• 期：Complete
• 页码：1-18
• 全文大小：1921 K
• 卷排序：67

文摘

We present a variety of methods for robustness analysis with ratio-based efficiency model. The discussed algorithms require few assumptions and offer great discriminative power. We show the complementarity of results derived with Linear Programming and Monte Carlo simulation. We present an open-source software implementing the proposed methods on diviz. We analyze the real-world problem of evaluating efficiency of Polish airports.