西南石油大学学报(自然科学版) ›› 2002, Vol. 24 ›› Issue (4): 5-8.DOI: 10.3863/j.issn.1000-2634.2002.04.002

• 地质勘探 • Previous Articles     Next Articles

A STUDY OF SEISMIC WAVEFORM INVERSION BY CHAOTIC NOISE PERTURBING

YIN Cheng1 PU Yong1 ZHOU Jie-ling2 XU Chuan xiong2 ZHENG Xiong2

  

  1. Southwest Petroleum Institute, Nanchong Sichuan 637001, China
  • Received:2001-12-03 Revised:1900-01-01 Online:2002-08-20 Published:2002-08-20
  • Contact: YIN Cheng

Abstract: In general, geophysical inversion is a nonlinear, multi-parameter, non-onvex question. It is therefore worthy of solving geophysical inversion questions with nonlinear approaches to search for new global optimization algorithm. In the present work, the thought of chaotic noise perturbing is introduced into
seismic waveform inversion. The method is characterized by introducing a simple nonlinear feedback into the gradient descendant systems for optimization tasks. It not only maintains the fast searching speed of the gradient descendant method, but also is of the capability to get away from the pitfall of local extremum. Results show that in comparison with conventional genetic algorithm and logistic map-based chaotic optimization algorithm the proposed method is faster in computation and needs
less subjective parameters, and then is easier to lead to a global optimization.

Key words: chaos, gradient descendant, optimization algorithm, seismic inversion

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