A New Family of Metrics in Interval Space and Their Applications to Multicriteria Decision-Making Theory
In this article, we analyze the properties of automorphisms in <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$\mathbb {R}^{2}$</tex-math></inline-formula>. Then, we consider a subclass of these automorphisms which generate a preference order relation and asymmetric distances between bounded and closed intervals. Symmetrizing these distances, we generate a new family of metrics in this space of intervals which depends on the automorphisms. We study its properties and give a characterization that allows us to calculate the distance between intervals in a simple way. We provide many examples to illustrate our results as well as an application in multicriteria decision-making methods with interval data.
Authors
- Benjamín Bedregal (ORCID: https://orcid.org/0000-0002-6757-7934)
- Y. Chalco-Cano (ORCID: https://orcid.org/0000-0002-0694-1755)
- Tiago Mendonça da Costa (ORCID: https://orcid.org/0000-0003-3072-8695)
- A. G. Chalco-Cano
Institutions
- University of Tarapacá (CL)
- Universidade Federal do Rio Grande do Norte (BR)
- Saint Aloysius Gonzaga National University (PE)
Publication Details
- Journal
- IEEE Transactions on Fuzzy Systems
- Published
- 2024-10-10
- DOI
- https://doi.org/10.1109/tfuzz.2024.3478827
- Primary Topic
- Multi-Criteria Decision Making
- Type
- article
- Field-Weighted Citation Impact
- 0.00