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Volumn 252, Issue , 2010, Pages 1-24

Fuzzy and grey forecasting techniques and their applications in production systems

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EID: 77952716496     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-12052-7_1     Document Type: Article
Times cited : (21)

References (65)
  • 2
    • 58349090456 scopus 로고    scopus 로고
    • Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations
    • Aladag, C. H., Basaran, M. A., Egrioglu, E., Yolcu, U., Uslu, V. R.: Forecasting in high order fuzzy times series by using neural networks to define fuzzy relations. Expert Systems with Applications 36 (3-1), 4228-4231 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.1-3 , pp. 4228-4231
    • Aladag, C.H.1    Basaran, M.A.2    Egrioglu, E.3    Yolcu, U.4    Uslu, V.R.5
  • 3
    • 0141929311 scopus 로고    scopus 로고
    • An improved grey-based approach for electricity demand forecasting
    • Albert, W. L., Yao, S. C., Chi, C. K.: An improved Grey-based approach for electricity demand forecasting. Electric Power Systems Research 67, 217-224 (2003)
    • (2003) Electric Power Systems Research , vol.67 , pp. 217-224
    • Albert, W.L.1    Yao, S.C.2    Chi, C.K.3
  • 4
    • 30244467387 scopus 로고    scopus 로고
    • Forecasting the behaviour of manufacturing inventory
    • Albertson, K., Aylen, J.: Forecasting the behaviour of manufacturing inventory. International Journal of Forecasting 19 (2), 299-311 (2003)
    • (2003) International Journal of Forecasting , vol.19 , Issue.2 , pp. 299-311
    • Albertson, K.1    Aylen, J.2
  • 5
    • 0002973796 scopus 로고
    • Economic forecasting in agriculture
    • Allen, P. G.: Economic forecasting in agriculture. International Journal of Forecasting 10 (1), 81-135 (1994)
    • (1994) International Journal of Forecasting , vol.10 , Issue.1 , pp. 81-135
    • Allen, P.G.1
  • 8
    • 58749094998 scopus 로고    scopus 로고
    • Surveying stock market forecasting techniques - Part II: Soft computing methods
    • Atsalakis, G. S., Valavanis, K. P.: Surveying stock market forecasting techniques - Part II: Soft computing methods. Expert Systems with Applications 36 (3-2), 5932-5941 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.2-3 , pp. 5932-5941
    • Atsalakis, G.S.1    Valavanis, K.P.2
  • 9
    • 70349734579 scopus 로고    scopus 로고
    • Fuzzy adaptive decision-making for boundedly rational traders in speculative stock markets
    • doi:10.1016/j.ejor.2009.04.015
    • Bekiros, S. D.: Fuzzy adaptive decision-making for boundedly rational traders in speculative stock markets. European Journal of Operational Research (2009), doi:10.1016/j.ejor.2009.04.015
    • (2009) European Journal of Operational Research
    • Bekiros, S.D.1
  • 13
    • 0033133937 scopus 로고    scopus 로고
    • Optimal evaluation of expansion alternatives for existing air quality monitoring network by grey compromise programming
    • Chang, N. B., Tseng, C. C.: Optimal evaluation of expansion alternatives for existing air quality monitoring network by grey compromise programming. Journal of Environmental Management 56, 61-77 (1999)
    • (1999) Journal of Environmental Management , vol.56 , pp. 61-77
    • Chang, N.B.1    Tseng, C.C.2
  • 14
    • 17544373061 scopus 로고    scopus 로고
    • A variable P value rolling grey forecasting model for taiwan semiconductor industry production
    • Chang, S. C., Lai, H. C., Yu, H. C.: A variable P value rolling Grey forecasting model for Taiwan semiconductor industry production. Technological Forecasting and Social Change 72 (5), 623-640 (2005)
    • (2005) Technological Forecasting and Social Change , vol.72 , Issue.5 , pp. 623-640
    • Chang, S.C.1    Lai, H.C.2    Yu, H.C.3
  • 15
    • 67349286437 scopus 로고    scopus 로고
    • Forecasting enrollments using automatic clustering techniques and fuzzy logical relationships
    • Chen, S. M., Wang, N. Y., Pan, J. S.: Forecasting enrollments using automatic clustering techniques and fuzzy logical relationships. Expert Systems with Applications 36 (8), 11070-11076 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.8 , pp. 11070-11076
    • Chen, S.M.1    Wang, N.Y.2    Pan, J.S.3
  • 17
    • 50849151631 scopus 로고
    • Control problem of grey system
    • Deng, J. L.: Control problem of grey system. Systems and Control Letters 1, 288-294 (1982)
    • (1982) Systems and Control Letters , vol.1 , pp. 288-294
    • Deng, J.L.1
  • 18
    • 0001829246 scopus 로고
    • Introduction to grey systems
    • Deng, J. L.: Introduction to grey systems. Grey Control Systems 1, 1-24 (1989)
    • (1989) Grey Control Systems , vol.1 , pp. 1-24
    • Deng, J.L.1
  • 19
    • 58349092718 scopus 로고    scopus 로고
    • A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis
    • Efendigil, T., Önüt, S., Kahraman, C.: A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis. Expert Systems with Applications 36 (3-2), 6697-6707 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.2-3 , pp. 6697-6707
    • Efendigil, T.1    Önüt, S.2    Kahraman, C.3
  • 20
    • 60249083330 scopus 로고    scopus 로고
    • A new hybrid approach based on sarima and partial high order bivariate fuzzy time series forecasting model
    • Egrioglu, E., Aladag, C. H., Yolcu, U., Basaran, M. A., Uslu, V. R.: A new hybrid approach based on SARIMA and partial high order bivariate fuzzy time series forecasting model. Expert Systems with Applications 36 (4), 7424-7434 (2009a)
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7424-7434
    • Egrioglu, E.1    Aladag, C.H.2    Yolcu, U.3    Basaran, M.A.4    Uslu, V.R.5
  • 21
    • 67349187003 scopus 로고    scopus 로고
    • A new approach based on artificial neural networks for high order multivariate fuzzy time series
    • Egrioglu, E., Aladag, C. H., Yolcu, U., Uslu, V. R., Basaran, M. A.: A new approach based on artificial neural networks for high order multivariate fuzzy time series. Expert Systems with Applications 36 (7), 10589-10594 (2009b)
    • (2009) Expert Systems with Applications , vol.36 , Issue.7 , pp. 10589-10594
    • Egrioglu, E.1    Aladag, C.H.2    Yolcu, U.3    Uslu, V.R.4    Basaran, M.A.5
  • 22
    • 0032026706 scopus 로고    scopus 로고
    • The implementation of an error forecasting and compensation system for roundness improvement in taper turning
    • Fung, E. H. K., Cheung, S. M., Leung, T. P.: The implementation of an error forecasting and compensation system for roundness improvement in taper turning. Computers in Industry 35 (2), 109-120 (1998)
    • (1998) Computers in Industry , vol.35 , Issue.2 , pp. 109-120
    • Fung, E.H.K.1    Cheung, S.M.2    Leung, T.P.3
  • 24
    • 44949248381 scopus 로고    scopus 로고
    • A hybrid wavelet analysis and support vector machines in forecasting development of manufacturing
    • Guo, X., Sun, L., Li, G., Wang, S.: A hybrid wavelet analysis and support vector machines in forecasting development of manufacturing. Expert Systems with Applications 35 (1-2), 415-422 (2008)
    • (2008) Expert Systems with Applications , vol.35 , Issue.1-2 , pp. 415-422
    • Guo, X.1    Sun, L.2    Li, G.3    Wang, S.4
  • 25
    • 56349131204 scopus 로고    scopus 로고
    • Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting
    • Hamzaçebi, C., Akay, D., Kutay, F.: Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting. Expert Systems with Applications 36 (2-2), 3839-3844 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 3839-3844
    • Hamzaçebi, C.1    Akay, D.2    Kutay, F.3
  • 26
    • 69249206721 scopus 로고    scopus 로고
    • A combination of hidden markov model and fuzzy model for stock market forecasting
    • Hassan, M. R.: A combination of hidden Markov model and fuzzy model for stock market forecasting. Neurocomputing 72 (16-18), 3439-3446 (2009)
    • (2009) Neurocomputing , vol.72 , Issue.16-18 , pp. 3439-3446
    • Hassan, M.R.1
  • 27
    • 57349188393 scopus 로고    scopus 로고
    • Hydrological modeling using a dynamic neuro-fuzzy system with on-line and local learning algorithm
    • Hong, Y. S. T., White, P. A.: Hydrological modeling using a dynamic neuro-fuzzy system with on-line and local learning algorithm. Advances in Water Resources 32 (1), 110-119 (2009)
    • (2009) Advances in Water Resources , vol.32 , Issue.1 , pp. 110-119
    • Hong, Y.S.T.1    White, P.A.2
  • 28
    • 0032301979 scopus 로고    scopus 로고
    • Improved grey prediction models for trans-pacific air passenger market
    • Hsu, C. L., Wen, Y. U.: Improved grey prediction models for trans-pacific air passenger market. Transportation Planning and Technology 22, 87-107 (1998)
    • (1998) Transportation Planning and Technology , vol.22 , pp. 87-107
    • Hsu, C.L.1    Wen, Y.U.2
  • 29
    • 0038799496 scopus 로고    scopus 로고
    • The comparison of three residual modification model
    • Hsu, L. C.: The comparison of three residual modification model. Journal of the Chinese Grey System Association 4 (2), 97-110 (2001)
    • (2001) Journal of the Chinese Grey System Association , vol.4 , Issue.2 , pp. 97-110
    • Hsu, L.C.1
  • 30
    • 0038661673 scopus 로고    scopus 로고
    • Applying the grey prediction model for the global integrated circuit industry
    • Hsu, L. C.: Applying the grey prediction model for the global integrated circuit industry. Technological Forecasting and Social Change 70 (6), 563-574 (2003)
    • (2003) Technological Forecasting and Social Change , vol.70 , Issue.6 , pp. 563-574
    • Hsu, L.C.1
  • 31
    • 60249102016 scopus 로고    scopus 로고
    • Forecasting the output of integrated circuit industry using genetic algorithm based multivariable grey optimization models
    • Hsu, L. C.: Forecasting the output of integrated circuit industry using genetic algorithm based multivariable grey optimization models. Expert Systems with Applications 36 (4), 7898-7903 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7898-7903
    • Hsu, L.C.1
  • 32
    • 2342503574 scopus 로고    scopus 로고
    • Grey forecasting the financial ratios
    • Hsu, L. C., Wang, C. H.: Grey forecasting the financial ratios. The Journal of Grey System 14 (4), 399-408 (2002)
    • (2002) The Journal of Grey System , vol.14 , Issue.4 , pp. 399-408
    • Hsu, L.C.1    Wang, C.H.2
  • 33
    • 56349105740 scopus 로고    scopus 로고
    • Forecasting integrated circuit output using multivariate grey model and grey relational analysis
    • Hsu, L. C., Wang, C. H.: Forecasting integrated circuit output using multivariate grey model and grey relational analysis. Expert Systems with Applications 36 (2-1), 1403-1409 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.1-2 , pp. 1403-1409
    • Hsu, L.C.1    Wang, C.H.2
  • 34
    • 0037210599 scopus 로고    scopus 로고
    • A litterman bvar approach for production forecasting of technology industries
    • Hsu, P. H., Wang, C. H., Shyu, J. Z., Yu, H. C.: A Litterman BVAR approach for production forecasting of technology industries. Technological Forecasting and Social Change 70 (1), 67-82 (2002)
    • (2002) Technological Forecasting and Social Change , vol.70 , Issue.1 , pp. 67-82
    • Hsu, P.H.1    Wang, C.H.2    Shyu, J.Z.3    Yu, H.C.4
  • 37
    • 58149468814 scopus 로고    scopus 로고
    • Improvement of auto-regressive integrated moving average models using fuzzy logic and artificial neural networks (ANNS)
    • Khashei, M., Bijari, M., Ardali, G. A. R.: Improvement of auto-regressive integrated moving average models using fuzzy logic and artificial neural networks (ANNs). Neurocomputing 72 (4-6), 956-967 (2009)
    • (2009) Neurocomputing , vol.72 , Issue.4-6 , pp. 956-967
    • Khashei, M.1    Bijari, M.2    Ardali, G.A.R.3
  • 38
    • 54049100450 scopus 로고    scopus 로고
    • Regularized least squares fuzzy support vector regression for financial time series forecasting
    • Khemchandani, R., Jayadeva Chandra, S.: Regularized least squares fuzzy support vector regression for financial time series forecasting. Expert Systems with Applications 36 (1), 132-138 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.1 , pp. 132-138
    • Khemchandani, R.1    Chandra, J.S.2
  • 40
    • 58349092063 scopus 로고    scopus 로고
    • An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization
    • Kuo, I. H., Horng, S. J., Kao, T. W., Lin, T. L., Lee, C. L., Pan, Y.: An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization. Expert Systems with Applications 36 (3-2), 6108-6117 (2009b)
    • (2009) Expert Systems with Applications , vol.36 , Issue.2-3 , pp. 6108-6117
    • Kuo, I.H.1    Horng, S.J.2    Kao, T.W.3    Lin, T.L.4    Lee, C.L.5    Pan, Y.6
  • 41
    • 56349157405 scopus 로고    scopus 로고
    • Evolving and clustering fuzzy decision tree for financial time series data forecasting
    • Lai, R. K., Fan, C. Y., Huang, W. H., Chang, P. C.: Evolving and clustering fuzzy decision tree for financial time series data forecasting. Expert Systems with Applications 36, 3761-3773 (2009)
    • (2009) Expert Systems with Applications , vol.36 , pp. 3761-3773
    • Lai, R.K.1    Fan, C.Y.2    Huang, W.H.3    Chang, P.C.4
  • 42
    • 71849083422 scopus 로고    scopus 로고
    • An improved grey-based approach for early manufacturing data forecasting
    • doi:10.1016/j.cie.2009.05.005
    • Li, D. C., Yeh, C. W., Chang, C. J.: An improved grey-based approach for early manufacturing data forecasting. Computers & Industrial Engineering (2009), doi:10.1016/j.cie.2009.05.005
    • (2009) Computers & Industrial Engineering
    • Li, D.C.1    Yeh, C.W.2    Chang, C.J.3
  • 43
    • 0037290928 scopus 로고    scopus 로고
    • Forecast of the output value of taiwan's opto-electronics industry using the grey forecasting model
    • Lin, C. T., Yang, S. Y.: Forecast of the output value of Taiwan's opto-electronics industry using the Grey forecasting model. Technological Forecasting & Social Change 70, 177-186 (2003)
    • (2003) Technological Forecasting & Social Change , vol.70 , pp. 177-186
    • Lin, C.T.1    Yang, S.Y.2
  • 44
    • 64049118704 scopus 로고    scopus 로고
    • Adaptive and high-precision grey forecasting model
    • Lin, Y. H., Lee, P. C., Chang, T. P.: Adaptive and high-precision grey forecasting model. Expert Systems with Applications 36 (6), 9658-9662 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.6 , pp. 9658-9662
    • Lin, Y.H.1    Lee, P.C.2    Chang, T.P.3
  • 45
    • 64049090579 scopus 로고    scopus 로고
    • An integrated fuzzy time series forecasting system
    • Liu, H.: An integrated fuzzy time series forecasting system. Expert Systems with Applications 36 (6), 10045-10053 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.6 , pp. 10045-10053
    • Liu, H.1
  • 46
    • 67649949571 scopus 로고    scopus 로고
    • An enhanced fuzzy linear regression model with more flexible spreads
    • Lu, J., Wang, R.: An enhanced fuzzy linear regression model with more flexible spreads. Fuzzy Sets and Systems 160 (17), 2505-2523 (2009)
    • (2009) Fuzzy Sets and Systems , vol.160 , Issue.17 , pp. 2505-2523
    • Lu, J.1    Wang, R.2
  • 47
    • 0000202060 scopus 로고    scopus 로고
    • Sales forecasting practices of egyptian public enterprises: Survey evidence
    • Mady, M. T.: Sales forecasting practices of Egyptian public enterprises: survey evidence. International Journal of Forecasting 16 (3), 359-368 (2000)
    • (2000) International Journal of Forecasting , vol.16 , Issue.3 , pp. 359-368
    • Mady, M.T.1
  • 48
    • 63149157219 scopus 로고    scopus 로고
    • A fuzzy inference model for short-term load forecasting
    • Mamlook, R., Badran, O., Abdulhadi, E.: A fuzzy inference model for short-term load forecasting. Energy Policy 137 (4), 1239-1248 (2009)
    • (2009) Energy Policy , vol.137 , Issue.4 , pp. 1239-1248
    • Mamlook, R.1    Badran, O.2    Abdulhadi, E.3
  • 49
    • 67749084134 scopus 로고    scopus 로고
    • Forecasting coal production until 2100
    • doi:10.1016/j.fuel.2009.01.032
    • Mohr, S. H., Evans, G. M.: Forecasting coal production until 2100. Fuel (2009), doi:10.1016/j.fuel.2009.01.032
    • (2009) Fuel
    • Mohr, S.H.1    Evans, G.M.2
  • 52
    • 67349173600 scopus 로고    scopus 로고
    • Non-uniform attractor embedding for time series forecasting by fuzzy inference systems
    • Ragulskis, M., Lukoseviciute, K.: Non-uniform attractor embedding for time series forecasting by fuzzy inference systems. Neurocomputing 72 (10-12), 2618-2626 (2009)
    • (2009) Neurocomputing , vol.72 , Issue.10-12 , pp. 2618-2626
    • Ragulskis, M.1    Lukoseviciute, K.2
  • 55
    • 0000173897 scopus 로고
    • Fuzzy time series and its models
    • Song, Q., Chissom, B. S.: Fuzzy time series and its models. Fuzzy Sets and Systems 54, 269-277 (1993b)
    • (1993) Fuzzy Sets and Systems , vol.54 , pp. 269-277
    • Song, Q.1    Chissom, B.S.2
  • 56
    • 0038138235 scopus 로고    scopus 로고
    • Forecasting industrial production using structural time series models
    • Thury, G., Witt, S. F.: Forecasting industrial production using structural time series models. Omega 26 (6), 751-767 (1998)
    • (1998) Omega , vol.26 , Issue.6 , pp. 751-767
    • Thury, G.1    Witt, S.F.2
  • 57
    • 33747170366 scopus 로고    scopus 로고
    • Emergent short-term forecasting through ant colony engineering in coordination and control systems
    • Valckenaers, P., Germain, B. S., Verstraete, P., Brussel, H. V.: Emergent short-term forecasting through ant colony engineering in coordination and control systems. Advanced Engineering Informatics 20 (3), 261-278 (2006)
    • (2006) Advanced Engineering Informatics , vol.20 , Issue.3 , pp. 261-278
    • Valckenaers, P.1    Germain, B.S.2    Verstraete, P.3    Brussel, H.V.4
  • 60
    • 53849110638 scopus 로고    scopus 로고
    • Bp neural network with rough set for short term load forecasting
    • Xiao, Z., Ye, S., Zhong, B., Sun, C.: BP neural network with rough set for short term load forecasting. Expert Systems with Applications 36 (1), 273-279 (2009)
    • (2009) Expert Systems with Applications , vol.36 , Issue.1 , pp. 273-279
    • Xiao, Z.1    Ye, S.2    Zhong, B.3    Sun, C.4
  • 61
    • 54049118099 scopus 로고    scopus 로고
    • Discrete grey forecasting model and its optimization
    • Xie, N., Liu, S.: Discrete grey forecasting model and its optimization. Applied Mathematical Modelling 33 (2), 1173-1186 (2009)
    • (2009) Applied Mathematical Modelling , vol.33 , Issue.2 , pp. 1173-1186
    • Xie, N.1    Liu, S.2
  • 62
    • 58549116080 scopus 로고    scopus 로고
    • A new approach for determining the length of intervals for fuzzy time series
    • Yolcu, U., Egrioglu, E., Uslu, V. R., Basaran, M. A., Aladag, C. H.: A new approach for determining the length of intervals for fuzzy time series. Applied Soft Computing 9 (2), 647-651 (2009)
    • (2009) Applied Soft Computing , vol.9 , Issue.2 , pp. 647-651
    • Yolcu, U.1    Egrioglu, E.2    Uslu, V.R.3    Basaran, M.A.4    Aladag, C.H.5
  • 63
    • 0031146983 scopus 로고    scopus 로고
    • Real-valued genetic algorithms for fuzzy grey prediction system
    • Yo-Ping, H., Chih-Hsin, H.: Real-valued genetic algorithms for fuzzy grey prediction system. Fuzzy Sets and Systems 87, 265-276 (1997)
    • (1997) Fuzzy Sets and Systems , vol.87 , pp. 265-276
    • Yo-Ping, H.1    Chih-Hsin, H.2
  • 65
    • 33746839289 scopus 로고    scopus 로고
    • A trigonometric grey prediction approach to forecasting electricity demand
    • Zhou, P., Ang, B. W., Poh, K. L.: A trigonometric grey prediction approach to forecasting electricity demand. Energy 31, 2839-2847 (2006)
    • (2006) Energy , vol.31 , pp. 2839-2847
    • Zhou, P.1    Ang, B.W.2    Poh, K.L.3


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