Inversion in geology by interactive evolutionary computation

作者: C. Wijns , L. Moresi , F. Boschetti , H. Takagi

DOI: 10.1109/ICSMC.2001.973058

关键词:

摘要: We present the first step in development of a system that would allow geological models to evolve backwards time. The method interactive evolutionary computation provides for inclusion knowledge and expertise rigorous mathematical inversion scheme, by simply asking an expert user visually evaluate different models. demonstrate potential technique cases folding faulting.

参考文章(10)
Hideyuki Takagi, 英行 高木, 英行 髙木, Interactive Evolutionary Computation : System Optimization Based on Human Subjective Evaluation international conference on intelligent engineering systems. ,vol. 1998, pp. 17- 19 ,(1998)
F. Boschetti, L. Moresi, Comparison between interactive (subjective) and traditional (numerical) inversion by genetic algorithms congress on evolutionary computation. ,vol. 1, pp. 522- 528 ,(2000) , 10.1109/CEC.2000.870341
F. Boschetti, L. Moresi, K. Covil, Interactive inversion in geological applications international conference on knowledge based and intelligent information and engineering systems. pp. 276- 279 ,(1999) , 10.1109/KES.1999.820177
F. Boschetti, H. Takagi, Visualization of EC landscape to accelerate EC conversion and evaluation of its effect congress on evolutionary computation. ,vol. 2, pp. 880- 886 ,(2001) , 10.1109/CEC.2001.934283
W. F. Brace, D. L. Kohlstedt, Limits on lithospheric stress imposed by laboratory experiments Journal of Geophysical Research. ,vol. 85, pp. 6248- 6252 ,(1980) , 10.1029/JB085IB11P06248
L.‐N. Moresi, V. S. Solomatov, Numerical investigation of 2D convection with extremely large viscosity variations Physics of Fluids. ,vol. 7, pp. 2154- 2162 ,(1995) , 10.1063/1.868465
Fabio Boschetti, Mike C. Dentith, Ron D. List, Inversion of seismic refraction data using genetic algorithms Geophysics. ,vol. 61, pp. 1715- 1727 ,(1996) , 10.1190/1.1444089
F. Boschetti, L. Moresi, Interactive inversion in geosciences Geophysics. ,vol. 66, pp. 1226- 1234 ,(2001) , 10.1190/1.1487069
David E. Goldberg, Genetic algorithms in search, optimization and machine learning Reading: Addison-Wesley. ,(1989)