메뉴 건너뛰기




Volumn 36, Issue 3 PART 2, 2009, Pages 6108-6117

An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization

Author keywords

Forecasting; Fuzzy time series; Particle swarm optimization

Indexed keywords

FORECASTING; GENETIC ALGORITHMS; HEURISTIC ALGORITHMS; PARTICLE SWARM OPTIMIZATION (PSO); SIMULATED ANNEALING; TIME SERIES;

EID: 58349092063     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.07.043     Document Type: Article
Times cited : (195)

References (24)
  • 1
    • 0001073047 scopus 로고    scopus 로고
    • Forecasting enrollments based on fuzzy time series
    • Chen S.-M. Forecasting enrollments based on fuzzy time series. Fuzzy Sets and Systems 81 (1996) 311-319
    • (1996) Fuzzy Sets and Systems , vol.81 , pp. 311-319
    • Chen, S.-M.1
  • 2
    • 0036098015 scopus 로고    scopus 로고
    • Forecasting enrollments based on high-order fuzzy time series
    • Chen S.-M. Forecasting enrollments based on high-order fuzzy time series. Cybernetics and Systems 33 (2002) 1-16
    • (2002) Cybernetics and Systems , vol.33 , pp. 1-16
    • Chen, S.-M.1
  • 4
    • 33646345377 scopus 로고    scopus 로고
    • Forecasting enrollments using high-order fuzzy time series and genetic algorithms: Research Articles
    • Chen S.-M., and Chung N.-Y. Forecasting enrollments using high-order fuzzy time series and genetic algorithms: Research Articles. International Journal of Intelligent Systems 21 (2006) 485-501
    • (2006) International Journal of Intelligent Systems , vol.21 , pp. 485-501
    • Chen, S.-M.1    Chung, N.-Y.2
  • 5
    • 33748139775 scopus 로고    scopus 로고
    • Evolutionary fuzzy particle swarm optimization vector quantization learning scheme in image compression
    • Feng H.-M., Chen C.-Y., and Ye F. Evolutionary fuzzy particle swarm optimization vector quantization learning scheme in image compression. Expert Systems with Applications 32 (2007) 213-222
    • (2007) Expert Systems with Applications , vol.32 , pp. 213-222
    • Feng, H.-M.1    Chen, C.-Y.2    Ye, F.3
  • 6
    • 34147175619 scopus 로고    scopus 로고
    • Parameter estimation for chaotic systems by particle swarm optimization
    • He Q., Wang L., and Liu B. Parameter estimation for chaotic systems by particle swarm optimization. Chaos, Solitons & Fractals 34 (2007) 654-661
    • (2007) Chaos, Solitons & Fractals , vol.34 , pp. 654-661
    • He, Q.1    Wang, L.2    Liu, B.3
  • 7
    • 0035502063 scopus 로고    scopus 로고
    • Effective lengths of intervals to improve forecasting in fuzzy time series
    • Huarng K. Effective lengths of intervals to improve forecasting in fuzzy time series. Fuzzy Sets and Systems 123 (2001) 387-394
    • (2001) Fuzzy Sets and Systems , vol.123 , pp. 387-394
    • Huarng, K.1
  • 8
    • 0035502048 scopus 로고    scopus 로고
    • Heuristic models of fuzzy time series for forecasting
    • Huarng K. Heuristic models of fuzzy time series for forecasting. Fuzzy Sets and Systems 123 (2001) 369-386
    • (2001) Fuzzy Sets and Systems , vol.123 , pp. 369-386
    • Huarng, K.1
  • 9
    • 33644851775 scopus 로고    scopus 로고
    • A dynamic approach to adjusting lengths of intervals in fuzzy time series forecasting
    • Huarng K., and Yu H.-K. A dynamic approach to adjusting lengths of intervals in fuzzy time series forecasting. Intelligent Data Analysis 8 (2004) 3-27
    • (2004) Intelligent Data Analysis , vol.8 , pp. 3-27
    • Huarng, K.1    Yu, H.-K.2
  • 10
    • 0032202643 scopus 로고    scopus 로고
    • Handling forecasting problems using fuzzy time series
    • Hwang J.-R., Chen S.-M., and Lee C.-H. Handling forecasting problems using fuzzy time series. Fuzzy Sets and Systems 100 (1998) 217-228
    • (1998) Fuzzy Sets and Systems , vol.100 , pp. 217-228
    • Hwang, J.-R.1    Chen, S.-M.2    Lee, C.-H.3
  • 13
    • 37349055184 scopus 로고    scopus 로고
    • An efficient flow-shop scheduling algorithm based on a hybrid particle swarm optimization model
    • Kuo I.-H., Horng S.-J., Kao T.-W., Lin T.-L., and Fan P. An efficient flow-shop scheduling algorithm based on a hybrid particle swarm optimization model. Lecture Notes in Artificial Intelligence 4570 (2007) 303-312
    • (2007) Lecture Notes in Artificial Intelligence , vol.4570 , pp. 303-312
    • Kuo, I.-H.1    Horng, S.-J.2    Kao, T.-W.3    Lin, T.-L.4    Fan, P.5
  • 14
    • 33847636706 scopus 로고    scopus 로고
    • Temperature prediction and TAIFEX forecasting based on fuzzy logical relationships and genetic algorithms
    • Lee L.-W., Wang L.-H., and Chen S.-M. Temperature prediction and TAIFEX forecasting based on fuzzy logical relationships and genetic algorithms. Expert Systems with Applications 33 (2007) 539-550
    • (2007) Expert Systems with Applications , vol.33 , pp. 539-550
    • Lee, L.-W.1    Wang, L.-H.2    Chen, S.-M.3
  • 15
    • 34249899686 scopus 로고    scopus 로고
    • Deterministic fuzzy time series model for forecasting enrollments
    • Li S.-T., and Cheng Y.-C. Deterministic fuzzy time series model for forecasting enrollments. Computers & Mathematics with Applications 53 (2007) 1904-1920
    • (2007) Computers & Mathematics with Applications , vol.53 , pp. 1904-1920
    • Li, S.-T.1    Cheng, Y.-C.2
  • 16
    • 33747375809 scopus 로고    scopus 로고
    • An effective hybrid PSOSA strategy for optimization and its application to parameter estimation
    • Li L.-l., Wang L., and Liu L.-h. An effective hybrid PSOSA strategy for optimization and its application to parameter estimation. Applied Mathematics and Computation 179 (2006) 135-146
    • (2006) Applied Mathematics and Computation , vol.179 , pp. 135-146
    • Li, L.-l.1    Wang, L.2    Liu, L.-h.3
  • 17
    • 33751539757 scopus 로고    scopus 로고
    • An improved fuzzy time series forecasting method using trapezoidal fuzzy numbers
    • Liu H.-T. An improved fuzzy time series forecasting method using trapezoidal fuzzy numbers. Fuzzy Optimization and Decision Making 6 (2007) 63-80
    • (2007) Fuzzy Optimization and Decision Making , vol.6 , pp. 63-80
    • Liu, H.-T.1
  • 19
    • 33947233335 scopus 로고    scopus 로고
    • A simple method of forecasting based on fuzzy time series
    • Singh S.R. A simple method of forecasting based on fuzzy time series. Applied Mathematics and Computation 186 (2007) 330-339
    • (2007) Applied Mathematics and Computation , vol.186 , pp. 330-339
    • Singh, S.R.1
  • 20
    • 34247628435 scopus 로고    scopus 로고
    • A robust method of forecasting based on fuzzy time series
    • Singh S.R. A robust method of forecasting based on fuzzy time series. Applied Mathematics and Computation 188 (2007) 472-484
    • (2007) Applied Mathematics and Computation , vol.188 , pp. 472-484
    • Singh, S.R.1
  • 21
  • 22
    • 38149147511 scopus 로고
    • Forecasting enrollments with fuzzy time series -- Part I
    • Song Q., and Chissom B.S. Forecasting enrollments with fuzzy time series -- Part I. Fuzzy Sets and Systems 54 (1993) 1-9
    • (1993) Fuzzy Sets and Systems , vol.54 , pp. 1-9
    • Song, Q.1    Chissom, B.S.2
  • 23
    • 38149146997 scopus 로고
    • Forecasting enrollments with fuzzy time series -- part II
    • Song Q., and Chissom B.S. Forecasting enrollments with fuzzy time series -- part II. Fuzzy Sets and Systems 62 (1994) 1-8
    • (1994) Fuzzy Sets and Systems , vol.62 , pp. 1-8
    • Song, Q.1    Chissom, B.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.