Research Article

On Distances and Similarity Measures between Two Interval Neutrosophic Sets

Number: 20 January 14, 2018
  • Sudip Bhattacharyya
  • Bikas Koli Roy
  • Pinaki Majumdar
EN

On Distances and Similarity Measures between Two Interval Neutrosophic Sets

Abstract

An Interval Neutrosophic set (INS) is an instance of a Neutrosophic set and also an emerging tool for uncertain data processing in real scientific and engineering applications. In this paper, several distance and similarity measures between two Interval Neutrosophic sets have been discussed. Distances and similarities are very useful techniques to determine interacting segments in a data set. Here we have also shown an application of our similarity measures in solving a multicriteria decision making method based on INS’s. Finally, we take an illustrative example from [14] to apply the proposed decision making method. We use the distance as well as the similarity measures between each alternative and ideal alternative to form a ranking order and also to find the best alternative. We compare the obtained results with the existing result in [14] and also reveal the best distance and similarity measure to find the best alternative and also point out the best alternative.

Keywords

References

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  3. [3] S. Broumi and F. Smarandache, Several Similarity Measures of Neutrosophic Sets, Neutrosophic Sets and Systems, Vol. 1, 2013, 54- 61.
  4. [4] S. Broumi, F. Smarandache, New distance and similarity measures of Interval Neutrosophic Sets, IEEE Conference publication (2014).
  5. [5] P. Majumdar, S.K. Samanta, On Similarity and Entropy of Neutrosophic Sets, Journal of Intelligent and Fuzzy systems, 2014, vol 26, no. 3,2014, 1245-1252
  6. [6] P. Majumdar, Neutrosophic Sets and its applications to decision making, Computational Intelligence for Big Data Analysis: Frontier Advances & Applications, Springer- Verlag/Heidelberg, D.P. Acharjee at. al. editors, 2015, 97-115
  7. [7] C. P. Pappis, N. I. Karacapilidis, A comparative assessment of measures of similarity of fuzzy values. Fuzzy Sets and Systems, 56:171174, 1993.
  8. [8] G. A. Papakostas, A. G. Hatzimichailidis, V.G. Kaburlasos, Distance and Similarity measures between Intuitionistic Fuzzy sets : A comparative analysis from a pattern recognition point of view, Pattern Recognition Letters, vol. 34, issue 14,2013,1609-1622.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Sudip Bhattacharyya This is me

Bikas Koli Roy This is me

Pinaki Majumdar This is me

Publication Date

January 14, 2018

Submission Date

December 10, 2017

Acceptance Date

-

Published in Issue

Year 2018 Number: 20

APA
Bhattacharyya, S., Roy, B. K., & Majumdar, P. (2018). On Distances and Similarity Measures between Two Interval Neutrosophic Sets. Journal of New Theory, 20, 27-47. https://izlik.org/JA69UW75HB
AMA
1.Bhattacharyya S, Roy BK, Majumdar P. On Distances and Similarity Measures between Two Interval Neutrosophic Sets. JNT. 2018;(20):27-47. https://izlik.org/JA69UW75HB
Chicago
Bhattacharyya, Sudip, Bikas Koli Roy, and Pinaki Majumdar. 2018. “On Distances and Similarity Measures Between Two Interval Neutrosophic Sets”. Journal of New Theory, nos. 20: 27-47. https://izlik.org/JA69UW75HB.
EndNote
Bhattacharyya S, Roy BK, Majumdar P (January 1, 2018) On Distances and Similarity Measures between Two Interval Neutrosophic Sets. Journal of New Theory 20 27–47.
IEEE
[1]S. Bhattacharyya, B. K. Roy, and P. Majumdar, “On Distances and Similarity Measures between Two Interval Neutrosophic Sets”, JNT, no. 20, pp. 27–47, Jan. 2018, [Online]. Available: https://izlik.org/JA69UW75HB
ISNAD
Bhattacharyya, Sudip - Roy, Bikas Koli - Majumdar, Pinaki. “On Distances and Similarity Measures Between Two Interval Neutrosophic Sets”. Journal of New Theory. 20 (January 1, 2018): 27-47. https://izlik.org/JA69UW75HB.
JAMA
1.Bhattacharyya S, Roy BK, Majumdar P. On Distances and Similarity Measures between Two Interval Neutrosophic Sets. JNT. 2018;:27–47.
MLA
Bhattacharyya, Sudip, et al. “On Distances and Similarity Measures Between Two Interval Neutrosophic Sets”. Journal of New Theory, no. 20, Jan. 2018, pp. 27-47, https://izlik.org/JA69UW75HB.
Vancouver
1.Sudip Bhattacharyya, Bikas Koli Roy, Pinaki Majumdar. On Distances and Similarity Measures between Two Interval Neutrosophic Sets. JNT [Internet]. 2018 Jan. 1;(20):27-4. Available from: https://izlik.org/JA69UW75HB

 

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