The Application of Ant Colony Algorithm to the Inversion and Interpretation of Magnetic Data
详细信息
- 责任者：Liu Shuang (Institute of Geophysics & Geomatics ; China University of Geosciences ; Wuhan 430074 ; China) ; Liu Tianyou
- 刊名：Geophysical and Geochemical Exploration
- 出版年：2013
- 卷期：37(1)
- 关键词：磁法勘探 ; magnetic prospecting ; 反演问题 ; inverse problem
- 页码：p.150-154
- 图表：illus., 2 tables, 15 refs.
- 分类号：1600
- issnNo：ISSN1000-8918
- isbnNo：CN11-1906/P
摘要
Simulating the behavior of ant colony searching for food,the Ant Colony Algorithm is an emulated and optimized algorithm,which demonstrates excellent performance in such combinatorial optimization problems as Traveling Salesman.However,it has not been widely applied to the inversion and interpretation of magnetic data.Based on the characteristics of magnetic data inversion and interpretation,this paper improves the mapping mechanism from objective function value to pheromone and summarizes Ant Colony Algorithm optimizing for continuous and multiple objective function using nodes partition strategy.Satisfactory results were achieved when Ant Colony Algorithm was simulated to inverse the parameters in the synthetic model experiment of magnetic data and was applied to prospect the banded iron formation according to low-altitude aeromagnetic data surveyed at Iron Mount mining area,southern Australia.
© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号 地址：北京市海淀区学院路29号 邮编：100083 电话：办公室：(+86 10)66554848；文献借阅、咨询服务、科技查新：66554700 |