Novel GEP algorithm based on PCA and its application in predicting the amount of gas emitted from coalface

Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering

Volumn 15, Issue 4, 2007, Pages 569-577

  Gu, Qiong ^a   Cai, Zhihua ^a   Zhu, Li ^a   Huang, Bo ^a   Du, Jun ^a  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

Author keywords

Coalface; Gas emission; GEP; PCA; Prediction

Indexed keywords

FORECASTING; GAS EMISSIONS; GENE EXPRESSION; GENETIC PROGRAMMING; PRINCIPAL COMPONENT ANALYSIS;

COALFACE; GENE EXPRESSION PROGRAMMING;

COAL MINES;

EID: 37349022757     PISSN: 10050930     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. Zhang Hao. Use the Monte Carlo simulation to analyze the gas emission indetennination[D]. Xi'an: Xi'an University of Science and Technology, 2006.
2. Pan Jienan, Chen Jiangfeng. Xu Wenpeng. R/S analysis and fractal prediction of gas emission in coalmine[J]. Coal Geology and Exploration, 2001, 29(3): 14-15.
3. Liu Xinxi. Zhao Yunsheng. Predicting the amount of gas gushed from mine by model GM(1, 1) of gray system theory[J]. China Safety Science Journal, 2000, 10(4): 51-54.
4. Zhao Chaoyi. Yuan Xiugan, Sun Jinbiao. Application of genetic programming to predicting the amount of gas emitted from coal face[J]. Journal of Basic Science and Engineering, 1999, 7(4): 387-392.
5. Li Qu, Cai Zhihua, Zhu Li, et al. Application of gene expression programming in predicting the amount of gas emitted from coal face[J]. Journal of Basic Science and Engineering, 2004, 12(1): 49-54.
6. He Xiaoqun. Modem statistical analysis methodology and application[M]. Beijing: China Renmin University Press, 1998.
7. Ferreira C. Gene expression programming: A new adaptive algorithm for solving problems[J], Complex Systems, 2001, 13(2): 87-129.
8. Wei Haiying. The application of SPSS10.0 for windows in economic management[M]. Beijing: China Statistics Press, 2001.
9. http://www.gepsoft.com.