Priority Degrees and Distance Measures of Complex Hesitant Fuzzy Sets With Application to Multi-Criteria Decision Making

نویسندگان

چکیده

The notion of a complex hesitant fuzzy set (CHFS) is one the better tools in order to deal with information. Since distance plays crucial role differentiate between two things or sets, this paper, we first develop priority degree for comparison elements (HFEs). Then variety measures are developed, namely, Complex normalized Hamming-Hausdorff (CHNHHD), Euclidean-Hausdorff (CHNEHD), Generalized Hausdorff (GCHNHD), hybrid Hamming (CHHNHD), Euclidean (CHHNED), (GCHHND) and their weighted forms. Moreover, continuous form proposed distances also developed. Further, applied medical diagnosis problems effectiveness application. Furthermore, multi-criteria decision making (MCDM) approach developed based on TOPSIS method distances. Finally, practical example related COVID-19 tests presented application validity method. A study was done that already place see how well new worked.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A modification of probabilistic hesitant fuzzy sets and its application to multiple criteria decision making

Probabilistic hesitant fuzzy set (PHFS) is a fruitful concept that adds to hesitant fuzzy set (HFS) the term of probability which is able to retain more information than the usual HFS. Here, we demonstrate that the existing definitions of PHFS are not still reasonable, and therefore, we first improve the PHFS definition. By endowing the set and algebraic operations with a new re-definition of P...

متن کامل

Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making

The hesitant fuzzy linguistic term sets (HFLTSs), which can be used to represent an expert’s hesitant preferences when assessing a linguistic variable, increase the flexibility of eliciting and representing linguistic information. The HFLTSs have attracted a lot of attention recently due to their distinguished power and efficiency in representing uncertainty and vagueness within the process of ...

متن کامل

An extension of ELECTRE to multi-criteria decision-making problems with multi-hesitant fuzzy sets

In hesitant fuzzy sets (HFSs), which are generalized from fuzzy sets, the membership degree of an element to a set, for which decision-makers hesitate while considering several values before expressing their preferences concerning weights and data, can be assigned one or more possible precise values between zero and one. If two or more decision-makers assign an equivalent value, that value is o...

متن کامل

New distance and similarity measures for hesitant fuzzy soft sets

The hesitant fuzzy soft set (HFSS), as a combination of hesitant fuzzy and soft sets, is regarded as a useful tool for dealing with the uncertainty and ambiguity of real-world problems. In HFSSs, each element is defined in terms of several parameters with arbitrary membership degrees. In addition, distance and similarity measures are considered as the important tools in different areas such as ...

متن کامل

An outranking approach for multi-criteria decision-making with hesitant fuzzy linguistic term sets

The main purpose of this paper is to suggest an approach of multi-criteria decision-making that combines a hesitant fuzzy linguistic term set (HFLTS) with an outranking method involving systematic comparisons of the assessment values of alternatives for each criterion. A HFLTS is more suitable than the traditional fuzzy linguistic set for describing decision-makers’ preferences when they prefer...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Access

سال: 2023

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2022.3232371