Discrete Choquet integral based on intuitionistic fuzzy overlap functions and its application in multi-attribute decision making

For multi-attribute decision-making problems, a novel method is proposed in this paper, which combines intuitionistic fuzzy overlap functions with discrete Choquet integrals within the intuitionistic fuzzy measure's framework. This approach comprehensively accounts for attribute interdependencies and overlapping relationships in decision scenarios, effectively addressing limitations of existing Choquet integral-based methods. The validity of the proposed method has been verified through concrete case studies, thereby providing a new analytical tool for multi-attribute decision-making.

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2026-02-02
DOI
https://doi.org/10.1051/jnwpu/20254361235/pdf
Primary Topic
Multi-Criteria Decision Making
Type
article
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article

Discrete Choquet integral based on intuitionistic fuzzy overlap functions and its application in multi-attribute decision making

Springer Link (Chiba Institute of Technology)
Multi-Criteria Decision Making
article

Discrete Choquet integral based on intuitionistic fuzzy overlap functions and its application in multi-attribute decision making

article en

Abstract

For multi-attribute decision-making problems, a novel method is proposed in this paper, which combines intuitionistic fuzzy overlap functions with discrete Choquet integrals within the intuitionistic fuzzy measure's framework. This approach comprehensively accounts for attribute interdependencies and overlapping relationships in decision scenarios, effectively addressing limitations of existing Choquet integral-based methods. The validity of the proposed method has been verified through concrete case studies, thereby providing a new analytical tool for multi-attribute decision-making.

Springer Link (Chiba Institute of Technology)
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Openalex Percentile: Top 69%
Multi-Criteria Decision Making
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Discrete Choquet integral based on intuitionistic fuzzy overlap functions and its application in multi-attribute decision making · Springer Link (Chiba Institute of Technology) (2026) | TGRS Research Map | TGRS