Global Geology    2019 22 (3): 188-198   ISSN: 1673-9736  CN: 22-1371/P  

Pre-stack seismic waveform inversion based on adaptive genetic algorithm
LIU Sixiu, WANG Deli, HU Bin
College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China
收稿日期 2019-06-05  修回日期 2019-06-30  网络版发布日期 null
参考文献  Cao K, Chen G H, Jiang H,et al. 2014. Guided self-adaptive evolutionary genetic algorithm.Journal of Electronics & Information Technology,36(8):1884-1890.(in Chinese with English abstract)
Chen L L, Qiu J L, Chen Y Y,et al. 2017. Improved hybrid optimization algorithms based on genetic algorithm and particle swarm optimization.Computer Engineering and Design,38(2):395-399.
Chen K. 2013. The elastic wave AVO forward modeling based on reflectivity method. Beijing:China University of Petroleum (East China). (in Chinese with English abstract)
Fu X N, Wu C R. 2018. Wave impedance inversion based on genetic algorithm of optimal retention strategy.Chinese Journal of Engineering Geophysics,15(4):460-465. (in Chinese with English abstract)
Fu D D, He Q D. 2002. An improved genetic algorithm and its application in parameter inversion in anisotropic media.Geophysical Prospecting for Petroleum,41(3):293-298. (in Chinese with English abstract)
Fuchs K, Muller G. 1971. Computation of synthetic seismograms with the reflectivity method and comparison with observations.Geophysical Journal of the Royal Astronomical Society,23(4):417-433.
Kennett B L N, Kerry N J. 1979. Seismic waves in a stratified half space.Geophysical Journal of the Royal Astronomical Society,57:557-583.
Kennett B L N. 1979. Theoretical reflection seismograms for an elastic media.Geophysical Prospecting,27:301-321.
Liu J X, Tong X Z, Li A Y,et al. 2007. A real coded hybrid genetic algorithm in magnetotelluric sounding data inversion.Journal of Central South University (Science and Technology),38(1):160-164. (in Chinese with English abstract)
Li Y W, Yu F Q. 2011. Genetic matching pursuit algorithm with improved selection operators.Data Collection and Processing,26(2):177-180. (in Chinese with English abstract)
Luo W Z, Yang S G, Wang Y M. 2016.The construction of pseudo-well logs by inversion of pre-stack seismic waveform based on genetic algorithm.Geological Research of South China Sea, (1):121-128. (in Chinese with English abstract)
Li H M. 2013. AVO forward modeling and attenuation analysis based on pore visco-elastic medium. Geophysical Prospecting for Petroleum,(5):464-474.
Ma L, Zhang X Z, Duan H D,et al. 2017. A weighted multi-point gray model improved by multi-objective genetic algorithm.Science of Surveying and Mapping,42(4):97-102. (in Chinese with English abstract)
Sun C T, Li L, Huang W N,et al. 2017. One-dimensional inversion of CSAMT based on adaptive genetic algorithm.Oil Geophysical Prospecting,52(2):392-397.
Wang B Z, Yang W C. 1998. Seismic wave impedance inversion using improved hereditary algorithm.Oil Geophysical Prospecting,33(2):258-264. (in Chinese with English abstract)
Yu Y Y, Chen Y, Li T Y. 2014. Improved genetic algorithm for solving.Control and Decision,29(8):1483-1488. (in Chinese with English abstract)
Yao Y B, W X. 2015. Modified hybrid genetic algorithm for parallel task scheduling of multiprocessors.Systems Engineering and Electronics, 37(8):1928-1935. (in Chinese with English abstract)
Ye J, Zhang Y, Ruan Y W. 2009. A new genetic algorithm based on improved crossover and self-identify high mutation operators.Journal of Fuzhou University (Natural Science Edition), 37(6):808-811.(in Chinese with English abstract)
Yang Y W. 2017. An improved genetic algorithm based on real coding and its application in reservoir scheduling.China Water Transport,17(1):165-166.
Zhan L F, Deng H W, Zheng W B. 2015. Application of prestack waveform inversion technique for deepwater fan reservoir prediction.Natural Gas Geoscience,26(4):711-717.
Zhang H W, Zhang X F, Wen C B. 2017. An improved genetic algorithm with total crossover operator.Journal of Shanghai Dianji University, 20(4):196-200. (in Chinese with English abstract)

通讯作者: WANG Deli