水资源与水工程学报2013,Vol.24Issue(3):18-22,5.
基于遗传规划的地下水盐分动态模拟
Dynamic simulation of groundwater salinity based on genetic plan
摘要
Abstract
The research on groundwater salinity dynamic plays an important role in understanding the rules of groundwater salinization and the reasonable plan,utilization and management of groundwater resource.A genetic programming (GP) model by using groundwater salinity time series was proposed to model groundwater salinity dynamic.The autoregressive integrated moving average (ARIMA) model was used to determine the input vectors of GP model.The GP model was applied to model groundwater salinity dynamic in the Yellow River Delta.Besides,the GP model was compared with ARIMA model to test the validity.Results indicated that the GP model of groundwater salinity dynamic was suitable for model groundwater salinity dynamic; and the modelling accuracy of GP model is higher than that of ARIMA model.关键词
遗传规划/地下水盐分/电导率/时间序列Key words
genetic programming/ groundwater salinity/conductivity/time series分类
天文与地球科学引用本文复制引用
张传奇,温小虎,王勇,王德,王琼..基于遗传规划的地下水盐分动态模拟[J].水资源与水工程学报,2013,24(3):18-22,5.基金项目
国家自然科学基金项目(41001013、41001378、41001360) (41001013、41001378、41001360)