The improved GM (1, N) models with optimal background values: A case study of Chinese high-tech industry

Journal of Grey System

Volumn 27, Issue 3, 2015, Pages 223-233

  Pei, Lingling ^a   Chen, Wanming ^a   Bai, Junhong ^b   Wang, Zhengxin ^c  

^a NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS   (China)

^b NANJING NORMAL UNIVERSITY   (China)

^c ZHEJIANG UNIVERSITY OF FINANCE AND ECONOMICS   (China)

Author keywords

Background value; GM (1, N) model; High tech industry; Input output system

Indexed keywords

EID: 84951274499     PISSN: 09573720     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Deng J L. The basis of Grey Theory. Wuhan: Huazhong University of Science and Technology Press, 2002.
2. Liu S F, Dang Y G, Fang Z G. Grey system theory and its application. Beijing: Science Press, 2004.
3. Xiao X P, Song Z M, Li F. Grey technology and its applications. Beijing: Science Press, 2004.
4. 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.
5. Li D C, Chang C J, Chen W C, et al. An extended grey forecasting model for omnidirectional forecasting considering data gap difference. Applied Mathematical Modelling, 2011, 35(6):5051-5058.
6. Kayacan E, Ulutas B, Kaynak O. Grey system theory-based models in time series prediction. Expert Systems With Application, 2010, 37(2):1784-1789.
7. Wu L F, Liu S F, Wei C. Non-homogenous discrete grey model with fractional-order accumulation. Neural Computing & Applications, 2014, 25(5):1215-1221.
8. Wu L F, Liu S F, Chen D, et al. Using gray model with fractional order accumulation to predict gas emission. Natural Harzads, 2014, 71(3):2231-2236.
9. Emil S, Camelia D, Complete analysis of bankruptcy syndrome using grey systems theory. Grey Systems: Theory and Application, 2011, 1(1):19-32.
10. Fariborz R, Mahdi M, Ebrahim M, Application of grey theory approach to evaluation of organizational vision. Grey Systems: Theory and Application, 2011, 1(1):33-46.
11. Wang Z X, Dang Y G, Zhao J J. Integration of regional science and technology resources based on GM (1, 3). The Journal of Grey System, 2010, 22(2):129-136
12. Wang Z X. A GM (1, N)-based economic cybernetics model for the high-tech industries in China. Kybernetes, 2014, 43(5):672-685.
13. Qiu W J, Liu S F. Dispersed structure solve of model GM (1, N). Systems Engineering and Electronics, 2006, 28(11):1679-1699.
14. Xie N M, Liu S F. Research on the discrete grey model of multi-variables and its properties. System Engineering Theory & Practice, 2008, 28(6):143-150.
15. Guo H, Xiao X P, Forest J. A research on a comprehensive adaptive grey prediction model CAGM (1, N). Applied Mathematics and Computation, 2013, 225:216-227.
16. Tan G. J. The structure method and application of background value in grey system GM (1, 1) model (I). System Engineering Theory & Practice, 2000, 20(5), 98-103.
17. Luo D, Liu S F, Dang Y G The optimization of grey model GM (1, 1). Engineering Science, 2003, 5(8):50-53.
18. Zhang Q S. Improving the precision of GM (1, 1) model by using particle swarm optimization. Chinese Journal of Management Science, 2007, 15(5):126-129.
19. Lee Y S, Tong L I. Forecasting nonlinear time series of energy consumption using a hybrid dynamic model. Applied Energy, 2012, 94(3):251-256.
20. Wang Z X. A genetic algorithm-based grey method for forecasting food demand after snow disasters: an empirical study. Natural Hazards, 2013, 68(2):675-686.
21. Shi D, Li X B. Factors analysis and data test of high-tech industry development. China Industrial Economy, 2004, (12):32-39.
22. Li X W, Zang S W, Study on the regional development countermeasures of Chinese high-tech industries. Science & Technology Progress and Policy, 2012, 29(24):67-71.
23. Zhang T B, Gao TM. The international comparison of output growth and correlation effects in high-tech industry. China Economic Quarterly, 2013, 12(3):847-868.
24. Sun Y, Xiong W, Wang Z. Research on the policies of High-tech industry spatial transferring in China Science of Science and Management of S & T, 2010, 31(11):163-168.
25. Lei Y J, Genetic algorithm toolbox in MATLAB and its applications. Xi'an: Xi'an Electronic and Science University Press, 2005.