A New Approach Towards Intuitionistic Fuzzy Multisets

A New Approach Towards Intuitionistic Fuzzy Multisets

Pinaki Majumdar
Copyright: © 2022 |Pages: 10
DOI: 10.4018/IJFSA.285555
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Abstract

In this paper a new definition of Intuitionistic fuzzy multisets (IFMS) has been introduced. Algebraic operations on these intuitionistic fuzzy multisets are defined and their properties under these algebraic operations are studied. The author has also introduced a new notion of complement for an IFMS in which the complement of the original set is also an IFMS. The notion of distance and similarity between two IFMS’s has been defined and their properties have also been studied here. An application of IFMS in solving a medical diagnosis problem has been provided at the end.
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2. Preliminaries

In this section some preliminary definitions and results regarding multisets and its generalizations are given.

  • Definition 2.1 (Multisets) (Miyamoto, 2001) A multiset M of the universe X is characterized by the count function CM: X→N, where N= {0, 1, 2, .....}. Thus, CM(x) is the number of occurrences of the element x of the universe X.

  • Definition 2.2 (Fuzzy Multisets) (Yagar, 1986) A fuzzy multiset (FMS) A drawn from the universe X is characterized by a function ‘count membership’ of A denoted by CMA such that CMA:X→P([0,1]). Thus for each element x of the universe X, we get a membership sequence which is defined as a decreasingly ordered sequence of elements from [0, 1]. ThusIJFSA.285555.m01

  • Definition 2.3 (Intuitionistic fuzzy sets) (Atanassov, 1986) An intuitionistic fuzzy set (IFS) A in X is an object having the form IJFSA.285555.m02where the functionsIJFSA.285555.m03 define the degree of membership and degree of non-membership of the elementIJFSA.285555.m04

  • Definition 2.4 (Intuitionistic fuzzy multisets) (Shinoj & John, 2013) An IFMS A over X is characterized by two functions: ‘count membership’ of A (denoted by CMA) and ‘count non-membership’ of A (denoted by CNA) given respectively as: CMA, CNA: X→P([0,1]). Now for eachIJFSA.285555.m05

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