Some Fuzzy Measures Constructing Paradigm and Methods From Given Measure Spaces and Evaluation Information

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F22%3A73616996" target="_blank" >RIV/61989592:15310/22:73616996 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/document/9293007" target="_blank" >https://ieeexplore.ieee.org/document/9293007</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TFUZZ.2020.3044247" target="_blank" >10.1109/TFUZZ.2020.3044247</a>

Result language
angličtina
Original language name
Some Fuzzy Measures Constructing Paradigm and Methods From Given Measure Spaces and Evaluation Information
Original language description
With some theoretical derivation and practical decision-making problems, in this article, we propose a constructing paradigm for generating fuzzy measures in some certain decision situations, such as in risk evaluation and decision making. The constructing paradigm involves four constructing factors: source measure space, construction function, construction choice, and object/constructed measure space. We use some strict and consistent formulation to reinvent the processes of constructing the well-known belief measure and plausibility measure. In this a, the belief measure and plausibility measure are regarded as the two extremities of some pessimism-optimism preferences, and we further propose two construction choices to construct the families of fuzzy measures to generalize and seamlessly connect them. We also propose three different ways to determine construction functions in some certain decisional situations. Several relevant mathematical properties and numerical examples are also presented.
Czech name
—
Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
<a href="/en/project/GA18-06915S" target="_blank" >GA18-06915S: New approaches to aggregation operators in analysis and processing of data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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