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This research offers a distance measure alternative to the TOPSIS approach to solving uncertain multi-criteria decision-making (MCDM) problems. A novel correlation coefficient is proposed, considering the hesitancy function of fermatean fuzzy sets (FFSs) for this purpose. A fermatean fuzzy TOPSIS (F-TOPSIS) method is suggested to solve MCDM problems in uncertain situations using the suggested correlation measure. The proposed F-TOPSIS is demonstrated using the ranking of enterprise resource planning packages for an organization. The sensitivity and comparison analyses are provided to ensure the proposed technique is consistent and robust.

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Fuzzy TOPSIS Method for Resource Planning Selection Incorporating Correlation Measure

  • 会议论文

  • 发表日期：

    2025年

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  • B. S. Mahapatra,
  • S. Golui,
  • M. K. Mondal,
  • M. B. Bera,
  • G. S. Mahapatra

摘要

This research offers a distance measure alternative to the TOPSIS approach to solving uncertain multi-criteria decision-making (MCDM) problems. A novel correlation coefficient is proposed, considering the hesitancy function of fermatean fuzzy sets (FFSs) for this purpose. A fermatean fuzzy TOPSIS (F-TOPSIS) method is suggested to solve MCDM problems in uncertain situations using the suggested correlation measure. The proposed F-TOPSIS is demonstrated using the ranking of enterprise resource planning packages for an organization. The sensitivity and comparison analyses are provided to ensure the proposed technique is consistent and robust.