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Research Article | Open Access

Crafting optimal cardiovascular treatment strategy in Pythagorean fuzzy dynamic settings

Mehwish Shehzadi1Hanan Alolaiyan2Umer Shuaib3Abdul Razaq1( )Qin Xin4
Department of Mathematics, Division of Science and Technology, University of Education, Lahore 54770, Pakistan
Department of Mathematics, College of Science, King Saud University, Riyadh, Saudi Arabia
Department of Mathematics, Government College University, Faisalabad 38000, Pakistan
Faculty of Science and Technology, University of the Faroe Islands, Vestarabryggja 15, FO 100, Torshavn, Denmark
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Abstract

The prevalence of cardiovascular disease (CVD) is a major issue in world health. There is a compelling desire for precise and effective methods for making decisions to determine the most effective technique for treating CVD. Here, we focused on the urgent matter at hand. Pythagorean fuzzy dynamic settings are exceptionally proficient at capturing ambiguity because they can handle complex problem specifications that involve both Pythagorean uncertainty and periodicity. In this article, we introduced a pair of novel aggregation operators: The Pythagorean fuzzy dynamic ordered weighted averaging (PFDOWA) operator and the Pythagorean fuzzy dynamic ordered weighted geometric (PFDOWG) operator, and we proved various structural properties of these concepts. Using these operators, we devised a systematic methodology to handle multiple attribute decision-making (MADM) scenarios incorporating Pythagorean fuzzy data. Moreover, we endeavored to address a MADM problem, where we discerned the most efficacious strategy for the management of CVD through the application of the proposed operators. Finally, we undertook an exhaustive comparative analysis to evaluate the ability of the suggested methods in connection with several developed procedures, therefore demonstrating the reliability of the generated methodologies.

CLC number: 90B50, 94D05

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AIMS Mathematics
Pages 31495-31531

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Cite this article:
Shehzadi M, Alolaiyan H, Shuaib U, et al. Crafting optimal cardiovascular treatment strategy in Pythagorean fuzzy dynamic settings. AIMS Mathematics, 2024, 9(11): 31495-31531. https://doi.org/10.3934/math.20241516

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Received: 14 August 2024
Revised: 13 October 2024
Accepted: 22 October 2024
Published: 05 November 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)