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논문검색

A Complex Network of Well Log based on Visibility Graph

초록

영어

In this paper, we applied the visibility graph algorithm to change the well log data into a complex network. The degree distribution of this complex network existed exponential distribution, which indicated the scale free property of our network. Compared the original curve with the corresponding degree and cluster coefficient, we found that the shape information of original well log has been inherited by the network. The hierarchical coefficient of the complex network is about 2, which indicates the hierarchical structure in the network. All the data show that it is feasible and significant to translate the well log data into a complex network.

목차

Abstract
 1. Introduction
  1.1. Graph
  1.2. Visibility Graph
  1.3. Geophysical Logging
 2. A Complex Network of Gamma Ray Log by Visibility Graph
  2.1. Wavelet Filter
  2.2. Degree Distribution and the Cluster Coefficient
  2.3. The Hierarchical Coefficient
  2.4. Multiple-edges Graph
 3. Solution
 4. Future Work
 Acknowledgements
 References

저자정보

  • Xiao Li School of Computer Science, Southwest Petroleum University Chengdu 637001, P.R.China, School of Computer Science and Technology, Southwest University for Nationalities Chengdu 610041, P.R.China
  • Chen lixue School of Computer Science, Southwest Petroleum University Chengdu 637001, P.R.China
  • Xiao jingzhong School of Computer Science and Technology, Southwest University for Nationalities Chengdu 610041, P.R.China

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