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Assimilation of matrix operations with picture fuzzy hypersoft structures for complex decision scenarios

  • Muhammad Imran Harl
  • , Muhammad Saeed
  • , Muhammad Haris Saeed
  • , Muhammad Salman Habib*
  • , Mehran Ullah*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Matrices are a unifying concept that permeates diverse fields of study and provides a common framework for expressing and solving problems in all fields, including decision making. In most decision-making scenarios, addressing uncertainty is paramount as real-world scenarios often involve incomplete information, ambiguous data, and unpredictable factors. The aptness of a picture fuzzy hypersoft set as a parameterization tool becomes evident when dealing with the complexities and challenges associated with managing imprecise data. In this article, we have initially developed the notions of the picture fuzzy hypersoft matrices (PFH SM) and their basic operations based on the enhanced framework of the picture fuzzy hypersoft set. We then proposed the ideas of fundamental operational principles for picture fuzzy hypersoft numbers based on the structure of picture fuzzy hypersoft matrices. Furthermore, the concepts for picture fuzzy hypersoft geometric aggregation operators have been presented. The application of picture fuzzy hypersoft geometric aggregation operators to energy policy design signifies a bridge between theoretical advancements and practical decision-making. The inclusion of a decision-making approach, explanatory example, and comparative analysis enhances the understanding of how the developed theory can be effectively used and demonstrates its potential contributions to the field of informed decision-making using human intuitionistic data.
Original languageEnglish
Article number243
Number of pages26
JournalInternational Journal of Computational Intelligence Systems
Volume18
DOIs
Publication statusPublished - 6 Oct 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • picture fuzzy set
  • soft set
  • hypersoft set
  • soft matrix
  • hypersoft matrix
  • optimization
  • decision-making

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