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基于遗传规划的地下水盐分动态模拟

张传奇 温小虎 王勇 王德 王琼

水资源与水工程学报2013,Vol.24Issue(3):18-22,5.
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

张传奇 1温小虎 2王勇 1王德 1王琼1

作者信息

  • 1. 中国科学院烟台海岸带研究所,山东烟台264003
  • 2. 中国科学院大学,北京100049
  • 折叠

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)

水资源与水工程学报

OACSTPCD

1672-643X

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