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- W3193314636 endingPage "107633" @default.
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- W3193314636 abstract "Conventional multi-attribute decision-making (MADM) methods, with regard to different attributes, typically require decision-makers (DMs) to use a unified information expression to evaluate the performance of various alternatives. This does not properly reflect the heterogeneity among attributes. This paper presents a novel heterogeneous multi-attribute decision-making approach based on Dempster-Shafer theory (DST). A human-centric heterogeneous multi-attribute emergency decision-making framework is constructed based on Dempster-Shafer structures. The term “human-centric” is emphasized here as the proposed framework encompasses aspects specific to human judgments, specifications, or evaluations. Considering the differences in DM backgrounds and preferences, our framework incorporates a heterogeneous decision environment. DST allows DMs to express decision information in a manner closely consistent with human cognition. A series of parameters capture the subjective attitudes of DMs in our framework, the embodiments of which are manifold: (1) they reveal the sensitivity of DMs to alternative ranks in the process of basic probability assignment generation from decision information; (2) they reflect the tolerance of DMs to uncertainty in the process of weight calculation from belief entropy; and (3) they facilitate analysis of DMs in the decision process based on belief intervals. The proposed approach is demonstrated on a emergency decision-making application for medical supplier selection in the context of COVID-19." @default.
- W3193314636 created "2021-08-30" @default.
- W3193314636 creator A5030865178 @default.
- W3193314636 creator A5039084645 @default.
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- W3193314636 date "2021-11-01" @default.
- W3193314636 modified "2023-10-02" @default.
- W3193314636 title "Modeling heterogeneous multi-attribute emergency decision-making with Dempster-Shafer theory" @default.
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- W3193314636 doi "https://doi.org/10.1016/j.cie.2021.107633" @default.
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