环境模型参数识别方法研究综述

王建平; 程声通; 贾海峰

环境模型参数识别方法研究综述

清华大学环境科学与工程系, 北京, 100084

基金项目: 国家自然科学基金资助项目(50209007)

详细信息

作者简介:
王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

中图分类号: X192;G353.11

Advances in study on parameter identification methods for environmental models

Department of Environmental Science and Engineering, Tsinghua University, Beijing 100084, China

Funds: The study is financially supported by the National Natural Science Foundation of China (No.50209007)

摘要: 对于选定区域的问题研究,模型结构确定之后,最重要的是如何有效地识别模型的参数。在模型参数物理意义的范围内,使模拟结果与实际观测值之间误差最小的参数估计问题本质上属于函数优化的研究范畴,是一个仿真优化问题。在分析环境模型参数优化特点的基础上,综述了环境模型的参数识别方法,重点介绍了新近发展起来的智能搜索算法的应用,并指出了进一步研究的课题和方向。
- 环境模型 /
- 参数识别 /
- 参数优化 /
- 算法
Abstract: For a practical problem in the definite region, it is the most important work to identify parameter values efficiently after the structure of environmental model is defined.In fact, the model calibration is a function optimization problem, which searches the best or better parameter values in their acceptable ranges to attain a match between the observed and simulated distribution or distributions of a dependent variable or variables.By analyzing the features of parameter identification of environmental models, a survey on the identification approaches, improvements and applications and some further research contents and directions are presented.
- environmental model /
- parameter identification /
- parameter optimization /
- algorithm

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环境模型参数识别方法研究综述

作者简介:
王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

Advances in study on parameter identification methods for environmental models

计量

环境模型参数识别方法研究综述

清华大学环境科学与工程系, 北京, 100084

作者简介:
王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

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Advances in study on parameter identification methods for environmental models

Department of Environmental Science and Engineering, Tsinghua University, Beijing 100084, China

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环境模型参数识别方法研究综述

作者简介: 王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

Advances in study on parameter identification methods for environmental models

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环境模型参数识别方法研究综述

清华大学环境科学与工程系, 北京, 100084

作者简介: 王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

English Abstract

Advances in study on parameter identification methods for environmental models

Department of Environmental Science and Engineering, Tsinghua University, Beijing 100084, China

全文HTML

目录

作者简介:
王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn

作者简介:
王建平(1977- ),男,内蒙古清水河人,博士,主要从事环境系统分析的理论与应用研究.E-mail:wangjp@tsinghua.org.cn