Research Article

A multiset based forecasting model for fuzzy time series

Volume: 44 Number: 4 August 1, 2015
  • V. Vamitha
  • S. Rajaram
EN

A multiset based forecasting model for fuzzy time series

Abstract

Since the pioneering work of Song and Chissom (1993a,b) on fuzzy time series to model and forecast processes whose values are described by linguistic values, a number of techniques have been proposed by researchers for forecasting. In most of the realistic situation the duplicates of data are significant. This paper presents a new fuzzy time series method, which employs multiset theory. The historical data of daily average temperature in Taipei, Taiwan (central weather bureau 1996) are adopted to illustrate the forecasting process of the proposed method. 

Keywords

References

  1. .

Details

Primary Language

English

Subjects

Statistics

Journal Section

Research Article

Authors

V. Vamitha This is me

S. Rajaram This is me

Publication Date

August 1, 2015

Submission Date

January 17, 2013

Acceptance Date

March 1, 2013

Published in Issue

Year 2015 Volume: 44 Number: 4

APA
Vamitha, V., & Rajaram, S. (2015). A multiset based forecasting model for fuzzy time series. Hacettepe Journal of Mathematics and Statistics, 44(4), 965-973. https://izlik.org/JA88XW78BB
AMA
1.Vamitha V, Rajaram S. A multiset based forecasting model for fuzzy time series. Hacettepe Journal of Mathematics and Statistics. 2015;44(4):965-973. https://izlik.org/JA88XW78BB
Chicago
Vamitha, V., and S. Rajaram. 2015. “A Multiset Based Forecasting Model for Fuzzy Time Series”. Hacettepe Journal of Mathematics and Statistics 44 (4): 965-73. https://izlik.org/JA88XW78BB.
EndNote
Vamitha V, Rajaram S (August 1, 2015) A multiset based forecasting model for fuzzy time series. Hacettepe Journal of Mathematics and Statistics 44 4 965–973.
IEEE
[1]V. Vamitha and S. Rajaram, “A multiset based forecasting model for fuzzy time series”, Hacettepe Journal of Mathematics and Statistics, vol. 44, no. 4, pp. 965–973, Aug. 2015, [Online]. Available: https://izlik.org/JA88XW78BB
ISNAD
Vamitha, V. - Rajaram, S. “A Multiset Based Forecasting Model for Fuzzy Time Series”. Hacettepe Journal of Mathematics and Statistics 44/4 (August 1, 2015): 965-973. https://izlik.org/JA88XW78BB.
JAMA
1.Vamitha V, Rajaram S. A multiset based forecasting model for fuzzy time series. Hacettepe Journal of Mathematics and Statistics. 2015;44:965–973.
MLA
Vamitha, V., and S. Rajaram. “A Multiset Based Forecasting Model for Fuzzy Time Series”. Hacettepe Journal of Mathematics and Statistics, vol. 44, no. 4, Aug. 2015, pp. 965-73, https://izlik.org/JA88XW78BB.
Vancouver
1.V. Vamitha, S. Rajaram. A multiset based forecasting model for fuzzy time series. Hacettepe Journal of Mathematics and Statistics [Internet]. 2015 Aug. 1;44(4):965-73. Available from: https://izlik.org/JA88XW78BB