Intuitionistic Fuzzy Sets and its Application in Carrier Determination by the Fusion of Score Function and Normalized Hamming Distance Method

Authors

  • Vikas Kumar Mishra Government Engineering College Jagdalpur Chhattisgarh
  • Ruchi Trivedi Department of Mathematics, Bhilai Institute of Technology, Raipur Chhattisgarh, India https://orcid.org/0000-0002-5484-3367
  • R. N. Dewangan Department of Mathematics, Government Engineering College, Raipur
  • Manoj Kumar Dewangan
  • Maheshwari

Keywords:

Intuitionistic Fuzzy Sets, Career Determination, Score Function Distance Method, Decision-Making, Uncertainty

Abstract

Intuitionistic fuzzy sets are commonly used to solve decision making problems. In this paper, a new score and accuracy function of intuitionistic fuzzy sets have been proposed, and used to solve the carrier determination problems. The fusion of score function and normalized hamming distance method of intuitionistic fuzzy sets have been used to determine the distance between each students and each carrier. The results of this approach were then analyzed to determine the most suitable career paths for each student based on their individual characteristics and preferences.

Downloads

Download data is not yet available.

References

D. R. Oktaviani, M. Habiburrohman, and F. S. Nugroho, “ALTERNATIVE PROOF OF THE INFINITUDE PRIMES AND PRIME PROPERTIES,” BAREKENG: J. Math. & App., vol. 17, no. 1, pp. 0475–0480, Apr. 2023, doi: 10.30598/barekengvol17iss1pp0475-0480.

Dinni Rahma Oktaviani1,* and , Muhammad Habiburrohman2, Ijtihadi Kamilia Amalina3, “Application of intuitionistic fuzzy sets in determining the major in senior high school,” Desimal: Jurnal Matematika Vol 5 No 3 (2022) 247-254, [Online]. Available: https://core.ac.uk/download/590358306.pdf

S. Sutrisno, F. Hariyanti, and R. Sulaiman, “APPLICATION OF INTUITIONISTIC FUZZY SETS IN DETERMINING RESEARCH TOPICS FOR MATHEMATICS EDUCATION STUDENTS THROUGH THE NORMALIZED EUCLIDEAN DISTANCE METHOD,” BAREKENG: J. Math. & App., vol. 17, no. 2, pp. 0995–1006, Jun. 2023, doi: 10.30598/barekengvol17iss2pp0995-1006.

R. T. Ngan, M. Ali, and L. H. Son, “δ-equality of intuitionistic fuzzy sets: a new proximity measure and applications in medical diagnosis,” Appl Intell, vol. 48, no. 2, pp. 499–525, Feb. 2018, doi: 10.1007/s10489-017-0986-0.

S. Chakraborty and A. K. Saha, “SELECTION OF FORKLIFT UNIT FOR TRANSPORT HANDLING USING INTEGRATED MCDM UNDER NEUTROSOPHIC ENVIRONMENT,” FU Mech Eng, p. 235, Jul. 2024, doi: 10.22190/FUME220620039C.

H. Nguyen, “A Generalized p-Norm Knowledge-Based Score Function for an Interval-Valued Intuitionistic Fuzzy Set in Decision Making,” IEEE Trans. Fuzzy Syst., vol. 28, no. 3, pp. 409–423, Mar. 2020, doi: 10.1109/TFUZZ.2019.2907068.

K. Henra, E. Efuansyah, and R. Sulaiman, “SELECTION OF VIDEO CONFERENCE APPLICATION FOR MATHEMATICS LEARNING USING INTUITIONISTIC FUZZY MAX-MIN AVERAGE COMPOSITION METHOD,” BAREKENG: J. Math. & App., vol. 17, no. 1, pp. 0305–0312, Apr. 2023, doi: 10.30598/barekengvol17iss1pp0305-0312.

C. U. Wardani, S. Abusini, and I. Darti, “Synergizing IFTOPSIS and DEA for Enhanced Efficiency Analysis in Inpatient Units,” J. Optimasi Sist. Ind., vol. 22, no. 2, pp. 165–178, Dec. 2023, doi: 10.25077/josi.v22.n2.p165-178.2023.

P. A. Ejegwa, A. J. Akubo, and O. M. Joshua, “INTUITIONISTIC FUZZY SET AND ITS APPLICATION IN CAREER DETERMINATION VIA NORMALIZED EUCLIDEAN DISTANCE METHOD,” European Scientific Journal May 2014 edition vol.10, No.15 ISSN: 1857 – 7881 (Print) e - ISSN 1857- 7431, [Online]. Available: https://eujournal.org/index.php/esj/article/view/3478/3241

K. T. Atanassov, “Intuitionistic fuzzy sets,” Fuzzy Sets and Systems, vol. 20, no. 1, pp. 87–96, Aug. 1986, doi: 10.1016/S0165-0114(86)80034-3.

Bharati S. K., “Ranking Method of Intuitionistic Fuzzy Numbers,” Global Journal of Pure and Applied Mathematics, vol. Vol. 13, no. No. 9 (2017), pp. 4595–4608.

T.-Y. Chen, “A comparative analysis of score functions for multiple criteria decision making in intuitionistic fuzzy settings,” Information Sciences, vol. 181, no. 17, pp. 3652–3676, Sep. 2011, doi: 10.1016/j.ins.2011.04.030.

D. H. Hong and C.-H. Choi, “Multicriteria fuzzy decision-making problems based on vague set theory,” Fuzzy Sets and Systems, vol. 114, no. 1, pp. 103–113, Aug. 2000, doi: 10.1016/S0165-0114(98)00271-1.

E. Szmidt and J. Kacprzyk, “Distances Between Intuitionistic Fuzzy Sets and their Applications in Reasoning,” in Computational Intelligence for Modelling and Prediction, vol. 2, S. K. Halgamuge and L. Wang, Eds., in Studies in Computational Intelligence, vol. 2. , Berlin, Heidelberg: Springer Berlin Heidelberg, 2005, pp. 101–116. doi: 10.1007/10966518_8.

Published

20-08-2025

How to Cite

Mishra, V. K., Ruchi Trivedi, R. N. Dewangan, Manoj Kumar Dewangan, & Maheshwari. (2025). Intuitionistic Fuzzy Sets and its Application in Carrier Determination by the Fusion of Score Function and Normalized Hamming Distance Method. Communications in Mathematics and Applications, 16(2). Retrieved from https://www.journals.rgnpublications.com/index.php/cma/article/view/2977

Issue

Section

Research Article