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A comparative study of similarity measures. (English) Zbl 0852.04011

Summary: The purpose of this paper is twofold. Firstly, we would like to comment on the study of similarity measures carried out by C. P. Pappis and N. I. Karacapilidis [ibid. 56, 171-174 (1993; Zbl 0795.04007)]. Their definition of ‘approximate equality’ of fuzzy sets is modified and relevant properties related to this correlated definition are listed. Secondly, a new class of similarity measures, extracted from the work of W. Bandler and L. Kohout [ibid. 4, 13-30 (1980; Zbl 0433.03013)] on fuzzy power sets, is presented. The properties of the concept of approximate equality corresponding to these similarity measures are discussed, and involve a study of implication operators.

MSC:

03E72 Theory of fuzzy sets, etc.
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References:

[1] Bandler, W.; Kohout, L., Fuzzy power sets and fuzzy implication operators, Fuzzy Sets and Systems, 4, 13-30 (1980) · Zbl 0433.03013
[2] De Baets, B.; Kerre, E., Fuzzy relational compositions, Fuzzy Sets and Systems, 60, 109-120 (1993) · Zbl 0794.04004
[3] Pappis, C.; Karacapilidis, N., Value approximation of fuzzy systems variables, Fuzzy Sets and Systems, 39, 111-115 (1991) · Zbl 0724.93049
[4] Pappis, C.; Karacapilidis, N., A comparative assessment of measures of similarity of fuzzy values, Fuzzy Sets and Systems, 56, 171-174 (1993) · Zbl 0795.04007
[5] Schweizer, B.; Sklar, A., Probabilistic Metric Spaces (1983), Elsevier Science: Elsevier Science New York · Zbl 0546.60010
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