Geometrical variable weights buffer GM(1,1) model and its application in forecasting of china's energy consumption

Journal of Applied Mathematics

Volumn 2014, Issue , 2014, Pages

  Li, Wei ^a,b   Xie, Han ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

^b Energy Economic Development Strategy Research Base Soft Science Research Base of Hebei Province   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84900025569     PISSN: 1110757X     EISSN: 16870042     Source Type: Journal    
DOI: 10.1155/2014/131432     Document Type: Article

References (23)

1. Liu Y., Xie Y., Asymmetric adjustment of the dynamic relationship between energy intensity and urbanization in China. Energy Economics 2013 36 43 54
2. Deng J.-L., Control problems of grey systems. Systems and Control Letters 1982 1 5 288 294 MR670214 2-s2.0-50849151631
3. Deng J. L., Introduction to Grey system theory. Journal of Grey System 1989 1 1 1 24
4. Liu S., Dang Y., Fang Z., Grey Systems Theory and Its Applications 2004 3rd Beijing, China Science Press
5. Wang Y.-F., Predicting stock price using fuzzy grey prediction system. Expert Systems with Applications 2002 22 1 33 38 2-s2.0-0036131678 10.1016/S0957-4174(01)00047-1
6. Liu S. F., The current developing status on Grey system theory. Journal of Grey System 2007 19 2 111 123
7. Li D.-C., Chang C.-J., Chen C.-C., Chen W.-C., A grey-based fitting coefficient to build a hybrid forecasting model for small data sets. Applied Mathematical Modelling 2012 36 10 5101 5108 MR2930405 ZBL1252.62118 2-s2.0-84855487776 10.1016/j.apm.2011.12.050
8. Wang Y., Yu C., Tu R., Zhang Y., Fire detection model in Tibet based on grey-fuzzy neural network algorithm. Expert Systems with Applications 2011 38 8 9580 9586 2-s2.0-79953714845 10.1016/j.eswa.2011.01.163
9. Li D.-C., Chang C.-J., Chen C.-C., Chen W.-C., Forecasting short-term electricity consumption using the adaptive grey-based approach-an Asian case. Omega 2012 40 6 767 773 2-s2.0-84858745881 10.1016/j.omega.2011.07.007
10. Zhao Z., Wang J., Zhao J., Su Z., Using a Grey model optimized by differential evolution algorithm to forecast the per capita annual net income of rural households in China. Omega 2012 40 5 525 532 2-s2.0-80755125913 10.1016/j.omega.2011.10.003
11. Lee Y.-S., Tong L.-I., Forecasting energy consumption using a grey model improved by incorporating genetic programming. Energy Conversion and Management 2011 52 1 147 152 2-s2.0-80054755388 10.1016/j.enconman.2010.06.053
12. Xie N.-M., Liu S.-F., Discrete grey forecasting model and its optimization. Applied Mathematical Modelling 2009 33 2 1173 1186 MR2468514 ZBL1168.62380 2-s2.0-54049118099 10.1016/j.apm.2008.01.011
13. Chen C.-I., Chen H. L., Chen S.-P., Forecasting of foreign exchange rates of Taiwan's major trading partners by novel nonlinear Grey Bernoulli model NGBM(1,1). Communications in Nonlinear Science and Numerical Simulation 2008 13 6 1194 1204 2-s2.0-36448948624 10.1016/j.cnsns.2006.08.008
14. Tangkuman S., Yang B.-S., Application of grey model for machine degradation prognostics. Journal of Mechanical Science and Technology 2011 25 12 2979 2985 2-s2.0-84855535330 10.1007/s12206-011-0902-1
15. Chen L.-H., Guo T.-Y., Forecasting financial crises for an enterprise by using the Grey Markov forecasting model. Quality & Quantity 2011 45 4 911 922 2-s2.0-79954611804 10.1007/s11135-010-9403-z
16. Li D.-C., Chang C.-J., Chen W.-C., Chen C.-C., An extended grey forecasting model for omnidirectional forecasting considering data gap difference. Applied Mathematical Modelling 2011 35 10 5051 5058 MR2806710 ZBL1228.62162 2-s2.0-79957694156 10.1016/j.apm.2011.04.006
17. Shih C.-S., Hsu Y.-T., Yeh J., Lee P.-C., Grey number prediction using the grey modification model with progression technique. Applied Mathematical Modelling 2011 35 3 1314 1321 MR2740910 ZBL1211.62170 2-s2.0-78549249144 10.1016/j.apm.2010.09.008
18. Zhou W., He J.-M., Generalized GM (1, 1) model and its application in forecasting of fuel production. Applied Mathematical Modelling 2013 37 9 6234 6243 10.1016/j.apm.2013.01.002 MR3039004
19. Truong D. Q., Ahn K. K., An accurate signal estimator using a novel smart adaptive grey model SAGM(1,1). Expert Systems with Applications 2012 39 9 7611 7620 2-s2.0-84858332725 10.1016/j.eswa.2012.01.002
20. Liu S., Lin Y., Grey Systems: Theory and Applications 2010 London, UK Springer
21. Wang Z., Dang Y., Liu S., Buffer operators with variable weights and the complement of axioms. System Engineering 2009 27 1 113 117
22. Deng J.-L., The Basis of Grey Theory 2002 Wuhan, China Huazhong Science and Technology University Press
23. Lewis C. D., Industrial and Business Forecasting Method 1982 London, UK Butter-Worth-Heinemann