A simple method of forecasting based on fuzzy time series

Applied Mathematics and Computation

Volumn 186, Issue 1, 2007, Pages 330-339

  Singh, S R ^a  

^a BANARAS HINDU UNIVERSITY   (India)

Author keywords

Fuzzy logical relations; Fuzzy membership grade; Fuzzy time series; Linguistic variables; Time variant

Indexed keywords

COMPUTATIONAL METHODS; FORECASTING; FUZZY LOGIC; LINGUISTICS;

FUZZY LOGICAL RELATIONS; FUZZY MEMBERSHIP GRADE; FUZZY TIME SERIES; LINGUISTIC VARIABLES; TIME VARIANT;

TIME SERIES ANALYSIS;

EID: 33947233335     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2006.07.128     Document Type: Article

References (21)

1. Chen S.M. Forecasting enrollments based on fuzzy time series. Fuzzy Sets and Systems 81 (1996) 311-319
2. Chen S.M. Forecasting enrollments based on high-order fuzzy time series. Cybernetics and Systems: An International Journal 33 (2002) 1-16
3. Chen S.M., and Hwang J.R. Temperature prediction using fuzzy time series. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics 30 2 (2000) 263-275
4. Chen S.M., and Hsu C.C. A new method to forecast enrollments using fuzzy time series. International Journal of Applied Sciences and Engineering 2 3 (2004) 234-244
5. Huarng K. Heuristic models of fuzzy time series for forecasting. Fuzzy Sets and Systems 123 (2001) 369-386
6. Hwang J.R., Chen S.M., and Lee C.H. Handling forecasting problems using fuzzy time series. Fuzzy Sets and Systems 100 2 (1998) 217-228
7. Lee H.S., and Chou M.T. Fuzzy forecasting based on fuzzy time series. International Journal of Computer Mathematics 81 7 (2004) 781-789
8. Mamdani E.E. Application of fuzzy logic to approximate reasoning using linguistic synthesis. IEEE Transactions on Computers 26 (1977) 1182-1191
9. Own C.M., and Yu P.T. Forecasting fuzzy time series on a heuristic high-order model. Cybernetics and Systems: An International Journal 36 (2005) 705-717
10. Song Q., and Chissom B. Fuzzy time series and its models. Fuzzy Sets and Systems 54 (1993) 269-277
11. Song Q., and Chissom B.S. Forecasting enrollments with fuzzy time series - Part I. Fuzzy Sets and Systems 54 (1993) 1-9
12. Song Q., and Chissom B.S. Forecasting enrollments with fuzzy time series - Part II. Fuzzy Sets and Systems 64 (1994) 1-8
13. Song Q., and Leland R.P. Adaptive learning defuzzification techniques and applications. Fuzzy Sets and Systems 81 3 (1996) 321-329
14. Song Q. A note on fuzzy time series model relation with sample autocorrelation functions. Cybernetics and Systems: An International Journal 34 (2003) 93-107
15. Sullivan J., and Woodall W.H. A comparison of fuzzy forecasting and Markov modeling. Fuzzy Sets and Systems 64 3 (1994) 279-293
16. Tsaur R.C., Yang J.C.O., and Wang H.F. Fuzzy relation analysis in fuzzy time series model. Computer and Mathematics with Applications 49 (2005) 539-548
17. Wu W. Fuzzy reasoning and fuzzy relation equations. Fuzzy Sets and Systems 20 (1986) 67-68
18. Yu H.-K. A refined fuzzy time series model for forecasting. Physica A 346 (2005) 657-681
19. Yu H.-K. Weighted fuzzy time series model for TAIEX forecasting. Physica A 349 (2005) 609-624
20. Zadeh L.A. Fuzzy set. Information and Control 8 (1965) 338-353
21. Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning - Part I. Information Sciences 8 (1975) 199-249