Fifty years of multiple criteria decision analysis: From classical methods to robust ordinal regression

S Greco, R Słowiński, J Wallenius - European Journal of Operational …, 2024 - Elsevier
Abstract Multiple Criteria Decision Analysis (MCDA) is a subfield of Operational Research
that aims to support Decision-Makers (DMs) in the decision-making process through …

[HTML][HTML] Sustainable cities and communities assessment using the DARIA-TOPSIS method

J Wątróbski, A Bączkiewicz, E Ziemba… - Sustainable Cities and …, 2022 - Elsevier
Effective evaluation of cities' and communities' sustainability is important for sustainable
development. From a methodological point of view, Multi-Criteria Decision Analysis (MCDA) …

Multi-Criteria Decision Analysis (MCDA) for sustainability assessment in food sector. A systematic literature review on methods, indicators and tools

G Ferla, B Mura, S Falasco, P Caputo… - Science of the Total …, 2024 - Elsevier
In the last decades, several studies have highlighted the significant impacts of the food
sector. Therefore, enhancing sustainability within this sector has become of paramount …

Root Assessment Method (RAM): A novel multi-criteria decision making method and its applications in sustainability challenges

A Sotoudeh-Anvari - Journal of Cleaner Production, 2023 - Elsevier
The major objective of this paper is to introduce a novel multi-criteria decision making
method (MCDM) called Root Assessment Method (RAM) which is easy to understand …

Proposal for an objective binary benchmarking framework that validates each other for comparing MCDM methods through data analytics

M Baydaş, T Eren, Ž Stević, V Starčević… - PeerJ Computer …, 2023 - peerj.com
When it comes to choosing the best option among multiple alternatives with criteria of
different importance, it makes sense to use multi criteria decision making (MCDM) methods …

Deep preference learning for multiple criteria decision analysis

K Martyn, M Kadziński - European Journal of Operational Research, 2023 - Elsevier
We propose preference learning algorithms for inferring the parameters of a threshold-
based sorting model from large sets of assignment examples. The introduced framework is …

[HTML][HTML] Temporal PROMETHEE II—New multi-criteria approach to sustainable management of alternative fuels consumption

J Wątróbski - Journal of Cleaner Production, 2023 - Elsevier
Alternative fuels are the subject of growing interest among both researchers and
practitioners. In this aspect, to properly handle the problem of proper evaluating alternative …

[HTML][HTML] Proper and improper uses of MCDA methods in energy systems analysis

M Cinelli, P Burgherr, M Kadziński… - Decision Support Systems, 2022 - Elsevier
Over the past few decades, the strategies to perform energy systems analysis have evolved
into multiple criteria-based frameworks. However, there still remains a lack of guidance on …

[HTML][HTML] A Strong Sustainability Paradigm based Analytical Hierarchy Process (SSP-AHP) method to evaluate sustainable healthcare systems

J Wątróbski, A Bączkiewicz, I Rudawska - Ecological Indicators, 2023 - Elsevier
The recent studies signify the growing concern of researchers towards monitoring and
measuring sustainability performance at various levels and in many fields, including …

A comprehensive MCDM assessment for economic data: success analysis of maximum normalization, CODAS, and fuzzy approaches

M Baydaş, M Yılmaz, Ž Jović, Ž Stević, SEG Özuyar… - Financial Innovation, 2024 - Springer
The approach of evaluating the final scores of multi-criteria decision-making (MCDM)
methods according to the strength of association with real-life rankings is interesting for …