New similarity measure and distance measure for Pythagorean fuzzy set Article Swipe

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Pythagorean theorem Measure (data warehouse) Similarity measure Mathematics Indeterminacy (philosophy) Similarity (geometry) Fuzzy measure theory Fuzzy set Fuzzy logic Axiom Artificial intelligence Fuzzy number Data mining Computer science Quantum mechanics Geometry Physics Image (mathematics)

Xindong Peng ·

YOU? · · 2018 · Open Access · · DOI: https://doi.org/10.1007/s40747-018-0084-x · OA: W2900128988

Pythagorean fuzzy set (PFS), disposing the indeterminacy portrayed by membership and non-membership, is a more viable and effective means to seize indeterminacy. Due to the defects of existing Pythagorean fuzzy similarity measures or distance measures (cannot obey third or fourth axiom; have no power to differentiate positive and negative difference; have no power to deal the division by zero problem), the major key of this paper is to explore the novel Pythagorean fuzzy distance measure and similarity measure. Meanwhile, some interesting properties of distance measure and similarity measure are proved. Some counterintuitive examples are presented to state their availability of similarity measure among PFSs.