首页 | 本学科首页   官方微博 | 高级检索  
     检索      

波阻抗反演的快速模拟退火算法
引用本文:张宏兵,尚作萍,谭胜章,罗万平.波阻抗反演的快速模拟退火算法[J].河海大学学报(自然科学版),2005,33(4):434-437.
作者姓名:张宏兵  尚作萍  谭胜章  罗万平
作者单位:河海大学土木工程学院,江苏,南京,210098;中石化集团华东分公司,江苏,南京,210007
基金项目:河海大学科技创新基金资助项目(2004400711)
摘    要:波阻抗反演是储层参数及砂体预测不可缺少的内容,在地震勘探中占有重要位置.使用快速模拟退火算法(FSA)进行波阻抗反演,能避免目标函数值陷入局部极值区并可获得全局最优解、因此,用快速模拟退火算法进行波阻抗反演,并通过理论模型试算和实际资料的反演验证了该算法的应用效果.结果表明,FSA反演结果不依赖于初值,FSA收敛速度比常规模拟退火算法(SA)收敛速度更快.井点处的波阻抗反演结果与测井数据基本吻合.

关 键 词:地震反演  波阻抗反演  约束反演  快速模拟退火算法
文章编号:1000-1980(2005)04-0434-04
修稿时间:2005/8/18 0:00:00

Fast simulated annealing algorithm for wave impedance inversion
ZHANG Hong-bing,SHANG Zuo-ping,TAN Sheng-zhang,LUO Wan-ping.Fast simulated annealing algorithm for wave impedance inversion[J].Journal of Hohai University (Natural Sciences ),2005,33(4):434-437.
Authors:ZHANG Hong-bing  SHANG Zuo-ping  TAN Sheng-zhang  LUO Wan-ping
Institution:ZHANG Hong-bing~1,SHANG Zuo-ping~1,TAN Sheng-zhang~2,LUO Wan-ping~2
Abstract:Wave impedance inversion is essential in predicting reservoir properties and sand-body distribution, and plays an important role in seismic survey. In consideration of the fact that the fast simulated annealing (FSA) algorithm for wave impedance inversion may prevent the objective function from getting into local extreme ranges, and obtain the global optimum solution, the algorithm was adopted in this study, and the effectiveness of the algorithm was verified by trial calculation of theoretical model and inversion of measured data. The result indicates that the FSA result does not depend on the initial value, that the convergent speed of FSA is higher than that of the conventional simulated annealing (SA) algorithm, and that the FSA result of wave impedance inversion is coincident with well-logging data in boreholes.
Keywords:seismic inversion  wave impedance inversion  constraint inversion  fast simulated annealing (FSA) algorithm  
本文献已被 CNKI 维普 万方数据 等数据库收录!
点击此处可从《河海大学学报(自然科学版)》浏览原始摘要信息
点击此处可从《河海大学学报(自然科学版)》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号