期刊文献+

一种基于改进型混合遗传算法的地-井TEM多参数反演方法 被引量:3

A multi parameter inversion method of borehole TEM based on improved hybrid genetic algorithm
下载PDF
导出
摘要 在地球物理反演中,往往是要用有限的信息去反演尽可能多的参数,以期获得关于目标体的详尽信息,传统的基于求偏导数的反演方法,在初始模型偏离真值较大的时候,反演很难收敛,而遗传算法则可以克服反演对初值的依赖。这里使用基于等效涡流的方法,简化地-井TEM三分量响应为圆形电流环在自由空间的响应模型,并使用逐步缩小搜索范围和多重小生境相结合的改进型混合遗传算法,较为精确地反演了表征导电薄板异常的七个参数,理论模型算例在多次搜索遗传计算之后,反演获得的模型参数误差小于5‰。 In geophysical inversion,we need parameters with limited information to get as much as possible,in order to ob-tain detailed information about the target body.For the inversion method based on partial derivatives of tradition,when the ini-tial model deviation from the true value large,inversion is difficult to convergence,while the genetic algorithm can overcome dependency inversion of initial value.This paper used the method of equivalent eddy current based on the simplified model,re-sponse to borehole TEM three component response for circular current loop in the free space,and the use of gradually narrow the search range and improved multi niche hybrid genetic algorithm is more accurate to inverse seven parameter which charac-terization of conductive sheet abnormal,the theoretical model calculation after several search genetic algorithm,the parameters of the inversion model error is less than 5‰ .
出处 《物探化探计算技术》 CAS CSCD 2014年第6期662-667,共6页 Computing Techniques For Geophysical and Geochemical Exploration
基金 物化探所基本科研业务费专项(AS2012J09)
关键词 遗传算法 地-井TEM 等价模型 搜索范围 小生境 反演 genetic algorithm borehole TEM equivalent model search range niche inversion
  • 相关文献

参考文献18

二级参考文献36

共引文献110

同被引文献35

引证文献3

二级引证文献26

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部