Analyzing Global Economic Shifts Due to the Afghan–America War Using Complex Cubic Fuzzy TODIM method

  • Aliya Fahmi
  • , Aziz Khan
  • , Thabet Abdeljawad*
  • , Muhammad Arshad Shehzad Hassan
  • , Aiman Mukheimer
  • , Rajermani Thinakaran
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

This paper presents a significant extension of the classical TODIM (an acronym in Por-tuguese for Interactive and Multicriteria Decision-Making) method, originally grounded in prospect theory, by integrating it with Complex Cubic Fuzzy data to form a novel decision-making frame-work, CCF-TODIM. The primary contribution lies in extending the classical TODIM technique by incorporating CCF sets, which offer a more expressive representation of uncertainty by si-multaneously capturing membership, non-membership, hesitation, and complex evaluations. The proposed CCF-TODIM method is systematically developed, and its operational steps are detailed through a comprehensive numerical example. To demonstrate practical relevance and robustness, the framework is applied to a real-world case study that assesses the global economic impacts of the Afghan-American War. A comparative analysis with existing MADM approaches reveals the superiority of the CCF-TODIM model in terms of accuracy and adaptability. Furthermore, the impact of different distance measures on the final ranking of alternatives is investigated to validate the sensitivity and stability of the method. The study establishes CCF-TODIM as a powerful tool for handling ambiguous and complex decision environments, with broad applicability in socio economic growth and geopolitical analysis.

Original languageEnglish
Article number5866
JournalEuropean Journal of Pure and Applied Mathematics
Volume18
Issue number3
DOIs
Publication statusPublished - Jul 2025
Externally publishedYes

Keywords

  • Complex cubic fuzzy sets
  • Intuitionistic fuzzy sets
  • MADM

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