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

The result's identifiers

  • 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>

Alternative languages

  • 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

Classification

  • 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)

Result continuities

  • 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)

Others

  • Publication year

    2022

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    IEEE TRANSACTIONS ON FUZZY SYSTEMS

  • ISSN

    1063-6706

  • e-ISSN

    1941-0034

  • Volume of the periodical

    30

  • Issue of the periodical within the volume

    3

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    7

  • Pages from-to

    878-884

  • UT code for WoS article

    000766267200027

  • EID of the result in the Scopus database

    2-s2.0-85098775196