Research Article

Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems

Volume: 7 Number: 1 June 30, 2026

Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems

Abstract

In this study, we introduce a new concept-Generalized Trapezoidal Fuzzy Multi-Numbers (GTFM-numbers)-and new arithmetic-geometric aggregation operators within the framework of GTFM-numbers to address multi-criteria decision-making (MCDM) problems characterized by uncertainty and multiplicity. By extending classical fuzzy number and multiset concepts, GTFM-numbers provide a more expressive model for representing complex and imprecise evaluations. On the other hand, the proposed operators are mathematically analyzed and shown to satisfy properties such as idempotency, monotonicity and boundedness. In addition, some new score functions for GTFM-numbers are developed to enhance comparison and ranking of alternatives in the MCDM problems. The applicability of the proposed methods is demonstrated via an agricultural decision-making scenario which can be represented by GTFM-numbers. Moreover, a comparison study is conducted to compare the introduced operators and some existing operators introduced by various authors.

Keywords

Supporting Institution

This research is supported by the TUBITAK 2211-A scholarship program.

References

  1. L. A. Zadeh, Fuzzy sets, Information and Control 8 (3) (1965) 338–353.
  2. D. Dubois, H. Prade, Fuzzy sets and systems–Theory and applications, Vol. 144 of Mathematics in Science and Engineering, Academic Press, 1980.
  3. D. Dubois, H. Prade, Operations on fuzzy numbers, International Journal of Systems Science 9 (6) (1978) 613–626.
  4. A. Kaufmann, M. M. Gupta, Introduction to Fuzzy Arithmetic: Theory and Applications, Van Nostrand Reinhold, New York, 1985.
  5. H.-J. Zimmermann, Fuzzy Set Theory and Its Applications, Kluwer Academic Publishers, 1992.
  6. R. R. Yager, On the theory of bags, International Journal of General Systems 13 (1) (1986) 23–37.
  7. V. Ulucay, I. Deli, M. Sahin, Trapezoidal fuzzy multi-number and its application to multi-criteria decision-making problems, Neural Computing and Applications 30 (5) (2018) 1469–1478.
  8. M. Sahin, V. Ulucay, F. S. Yilmaz, Dice vector similarity measure of trapezoidal fuzzy multi- numbers based on multi-criteria decision making, Neutrosophic Triplet Structures Volume I, Pons Editions, 2019, pp. 185–197.

Details

Primary Language

English

Subjects

Fuzzy Computation

Journal Section

Research Article

Publication Date

June 30, 2026

Submission Date

March 3, 2026

Acceptance Date

June 3, 2026

Published in Issue

Year 2026 Volume: 7 Number: 1

APA
Kesen, D., Şahin, M., & Deli, İ. (2026). Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems. Amesia, 7(1), 38-71. https://doi.org/10.54559/amesia.1901874
AMA
1.Kesen D, Şahin M, Deli İ. Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems. Amesia. 2026;7(1):38-71. doi:10.54559/amesia.1901874
Chicago
Kesen, Davut, Mehmet Şahin, and İrfan Deli. 2026. “Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems”. Amesia 7 (1): 38-71. https://doi.org/10.54559/amesia.1901874.
EndNote
Kesen D, Şahin M, Deli İ (June 1, 2026) Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems. Amesia 7 1 38–71.
IEEE
[1]D. Kesen, M. Şahin, and İ. Deli, “Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems”, Amesia, vol. 7, no. 1, pp. 38–71, June 2026, doi: 10.54559/amesia.1901874.
ISNAD
Kesen, Davut - Şahin, Mehmet - Deli, İrfan. “Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems”. Amesia 7/1 (June 1, 2026): 38-71. https://doi.org/10.54559/amesia.1901874.
JAMA
1.Kesen D, Şahin M, Deli İ. Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems. Amesia. 2026;7:38–71.
MLA
Kesen, Davut, et al. “Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems”. Amesia, vol. 7, no. 1, June 2026, pp. 38-71, doi:10.54559/amesia.1901874.
Vancouver
1.Davut Kesen, Mehmet Şahin, İrfan Deli. Some Aggregation Operators Under Generalized Trapezoidal Fuzzy Multi-Numbers and Their Application In Multi-Criteria Decision Making Problems. Amesia. 2026 Jun. 1;7(1):38-71. doi:10.54559/amesia.1901874


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