Derived Fuzzy Measures and Derived Choquet Integrals With Some Properties
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.2969869
Abstract: The well-known Choquet integrals are based on given fuzzy measures, providing some sound schemes for the evaluation problems in multicriteria decision making. To further generalize and diversify these interesting aggregation functions, this article proposes the… read more here.
Keywords: derived choquet; measures derived; integrals properties; derived fuzzy ... See more keywords
Some Fuzzy Measures Constructing Paradigm and Methods From Given Measure Spaces and Evaluation Information
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.3044247
Abstract: 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… read more here.
Keywords: evaluation; fuzzy measures; measure; construction ... See more keywords
Discrete Choquet Integral Optimization With Positive and Negative Interactions
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DOI: 10.1109/tfuzz.2023.3318631
Abstract: Our study focuses on using fuzzy measures and integrals in optimization with interacting decision variables. We optimize piecewise linear objectives through the use of discrete Choquet integral, while s.t. a set of linear constraints. These… read more here.
Keywords: positive negative; choquet integral; fuzzy measures; negative interactions ... See more keywords
Choquet-Like Integrals With Rough Attribute Fuzzy Measures for Data-Driven Decision-Making
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2024.3363415
Abstract: As nonlinear fuzzy aggregation functions, Choquet-like integrals with fuzzy measures are widely used in decision-making, rule-based classification, and information fusion. However, the fuzzy measures in the existing Choquet-like integrals are typically provided via human intervention,… read more here.
Keywords: like integrals; decision making; data driven; choquet like ... See more keywords