TY - JOUR
T1 - Analyzing Global Economic Shifts Due to the Afghan–America War Using Complex Cubic Fuzzy TODIM method
AU - Fahmi, Aliya
AU - Khan, Aziz
AU - Abdeljawad, Thabet
AU - Hassan, Muhammad Arshad Shehzad
AU - Mukheimer, Aiman
AU - Thinakaran, Rajermani
N1 - Publisher Copyright:
© 2025 The Author(s).
PY - 2025/7
Y1 - 2025/7
N2 - 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.
AB - 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.
KW - Complex cubic fuzzy sets
KW - Intuitionistic fuzzy sets
KW - MADM
UR - https://www.scopus.com/pages/publications/105013566223
U2 - 10.29020/nybg.ejpam.v18i3.5866
DO - 10.29020/nybg.ejpam.v18i3.5866
M3 - Article
AN - SCOPUS:105013566223
SN - 1307-5543
VL - 18
JO - European Journal of Pure and Applied Mathematics
JF - European Journal of Pure and Applied Mathematics
IS - 3
M1 - 5866
ER -