Complex pythagorean fuzzy aggregation operators based on confidence levels and their applications.

Journal: Mathematical biosciences and engineering : MBE
Published Date:

Abstract

The most important influence of this assessment is to analyze some new operational laws based on confidential levels (CLs) for complex Pythagorean fuzzy (CPF) settings. Moreover, to demonstrate the closeness between finite numbers of alternatives, the conception of confidence CPF weighted averaging (CCPFWA), confidence CPF ordered weighted averaging (CCPFOWA), confidence CPF weighted geometric (CCPFWG), and confidence CPF ordered weighted geometric (CCPFOWG) operators are invented. Several significant features of the invented works are also diagnosed. Moreover, to investigate the beneficial optimal from a large number of alternatives, a multi-attribute decision-making (MADM) analysis is analyzed based on CPF data. A lot of examples are demonstrated based on invented works to evaluate the supremacy and ability of the initiated works. For massive convenience, the sensitivity analysis and merits of the identified works are also explored with the help of comparative analysis and they're graphical shown.

Authors

  • Tahir Mahmood
    Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro 1-gil, Jung-gu, Seoul 04620, Korea.
  • Zeeshan Ali
    Department of Mathematics & Statistics, International Islamic University Islamabad, Pakistan.
  • Kifayat Ullah
    Department of Mathematics, Riphah Institute of Computing and Applied Sciences, Riphah International University Lahore, Lahore 54000, Pakistan.
  • Qaisar Khan
    Department of Pure and Applied Mathematics, University of Haripur, Haripur, Khyber Pakhtunkhwa 22620, Pakistan.
  • Hussain AlSalman
    Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia.
  • Abdu Gumaei
    Department of Computer Science, King Saud University, Riyadh, Saudi Arabia.
  • Sk Md Mizanur Rahman
    Information and Communication Engineering Technology, School of Engineering Technology and Applied Science, Centennial College, Toronto, Canada.