New Entropy-Based Similarity Measure between Interval-Valued Intuitionstic Fuzzy Sets

Mohamed, Saida S.; Abdalla, Areeg; John, Robert I.

Abstract

In this paper we propose a new approach to construct similarity measures using the entropy measure for Interval-Valued Intuitionistic Fuzzy Sets. In addition, we provide several illustrative examples to demonstrate the practicality and effectiveness of the proposed formula. Finally, we use the new proposed similarity measure to develop new approach for solving problems of pattern recognition and multi-criteria fuzzy decision making.

Citation

Mohamed, S. S., Abdalla, A., & John, R. I. (2019). New Entropy-Based Similarity Measure between Interval-Valued Intuitionstic Fuzzy Sets. Axioms, 8(2), 1-11. https://doi.org/10.3390/axioms8020073

• Journal Article Type: Article
• Acceptance Date: May 6, 2019
• Online Publication Date: Jun 18, 2019
• Publication Date: Jun 18, 2019
• Deposit Date: May 15, 2019
• Publicly Available Date: May 15, 2019
• Electronic ISSN: 2075-1680
• Publisher: MDPI
• Peer Reviewed: Peer Reviewed
• Volume: 8
• Issue: 2
• Article Number: 73
• Pages: 1-11
• DOI: https://doi.org/10.3390/axioms8020073
• Keywords: Intuitionistic fuzzy sets; Interval-valued inuitionstic fuzzy sets; Entropy measure; Similarity measure
• Public URL: https://nottingham-repository.worktribe.com/output/2055211
• Publisher URL: https://www.mdpi.com/2075-1680/8/2/73/htm
• Contract Date: May 15, 2019