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 …
Decision Making Units. The targets refer to the efficiency scores or ranks and the truth of …
Modeling contingent decision behavior: A Bayesian nonparametric preference-learning approach
J Liu, M Kadziński, X Liao - INFORMS Journal on Computing, 2023 - pubsonline.informs.org
We propose a preference-learning algorithm for uncovering Decision Makers'(DMs')
contingent evaluation strategies in the context of multiple criteria sorting. We assume the …
contingent evaluation strategies in the context of multiple criteria sorting. We assume the …
Robustness analysis for imprecise additive value efficiency analysis with an application to evaluation of special economic zones in Poland
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 …
results in the presence of imprecise information about data and preferences. We employ an …
Multiple criteria sorting models and methods. Part II: theoretical results and general issues
Multiple criteria sorting methods assign objects into ordered categories while objects are
characterized by a vector of n attributes values. Categories are ordered, and the assignment …
characterized by a vector of n attributes values. Categories are ordered, and the assignment …
Stepwise benchmarking based on production function: Selecting path towards closest target
NH Kim, F He, RM Nasir, SI Kwak - Expert Systems with Applications, 2023 - Elsevier
Abstract Data Envelopment Analysis (DEA) is used for not only assessing the performance
of a set of homogeneous decision-making units (DMUs), but finding the target operating …
of a set of homogeneous decision-making units (DMUs), but finding the target operating …
Monitoring Sustainable Development Goals: Stepwise Benchmarking Approach
AK Srejović, M Stamenković… - Journal of Multi‐Criteria …, 2024 - Wiley Online Library
We present a multiple criteria decision aiding approach to monitor countries' progress on
Sustainable Development Goals indicators and obtain policy measures for improvement. We …
Sustainable Development Goals indicators and obtain policy measures for improvement. We …