Attaining robust performance targets in data envelopment analysis with application to efficiency evaluation of airports

D Grynia, M Kadziński, M Stamenković - Computers & Industrial …, 2024 - Elsevier
We consider a ratio-based efficiency analysis in view of achieving performance targets by
Decision Making Units. The targets refer to the efficiency scores or ranks and the truth of …

Robustness analysis for imprecise additive value efficiency analysis with an application to evaluation of special economic zones in Poland

A Labijak-Kowalska, M Kadziński, LC Dias - Socio-Economic Planning …, 2024 - Elsevier
We introduce an algorithmic framework for investigating the robustness of efficiency analysis
results in the presence of imprecise information about data and preferences. We employ an …

[HTML][HTML] robustDEA: A Java library for robust efficiency analysis

A Labijak-Kowalska, M Kadziński - SoftwareX, 2024 - Elsevier
We propose a Java library, called robustDEA, facilitating the exploration of all scenarios
pertinent to Data Envelopment Analysis. These scenarios encompass feasible weights for …