Discovery of Mineralization Predication Classification Rules by Using Gene Expression Programming Based on PCA

@article{Zhang2009DiscoveryOM,
  title={Discovery of Mineralization Predication Classification Rules by Using Gene Expression Programming Based on PCA},
  author={Dongmei Zhang and Yue Huang and Jing Zhi},
  journal={2009 Fifth International Conference on Natural Computation},
  year={2009},
  volume={4},
  pages={540-543}
}
Classification is one of the fundamental tasks in geology field. In this paper, we propose an evolutionary approach for discovering classification rules of mineralization predication from distinct combinations of geochemistry elements by using gene expression programming (GEP). The innovative part of the paper presents integrated/hybrid model-combine GEP evolution modeling with Principal Component Analysis (PCA), which reduce multidimensional data sets. Mineral deposit with tin and copper in… CONTINUE READING

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
0 Extracted Citations
10 Extracted References
Similar Papers

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 10 references

A novel GEP algorithm based on PCA and its applicat in preding to the amoun t of gas emitted from coalface

  • Gu Qiong, Cai Zhihua, Zhu Li
  • Journal of basic science and engineering,
  • 2007

The application of evolutionary computation in combination optimization & Data mining

  • Jinguo Peng
  • 2007

The application of evolutionary computation in combination optimization & Data mining,”Wuhan

  • Jinguo Peng
  • China University of Geosciences,
  • 2007

A Novel approach to Design Classifiers Using Genetic Progrmaming

  • D.P.Muni, J.Das
  • IEEE Transactions on Evolutionary Computation…
  • 2004
1 Excerpt

Discovery of Classification Rules by Using Gene Expression Programming

  • C Zhou, W MXiao
  • In: Proceedings of the 2002 International…
  • 2002

Gene Expression Programming: A New Adaptive Algorithm for Solving Problems

  • C Ferreira
  • Complex Systems, vol.13(2), pp.87-129, 2001
  • 2001

Discovering comprehensible rules with a genetic algorithm

  • M. V. Fidelis, H.S.Lops, A. A. Freitas
  • In: Proceedings of the IEEE Congress on…
  • 2000
1 Excerpt

Comprehensible classification rule mining with two - level genetic algorithm

  • B. ALATAS K. Koray, A. KARCI

Similar Papers

Loading similar papers…