.png){kind=icon}
返回
Determination of an optimal unit pulse response function using real-coded genetic algorithm
.png){kind=icon}
PRE
AI
DOI：10.1016/j.jhydrol.2004.07.014.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper presents the results of employing a real-coded genetic algorithm (GA) to the problem of determining the optimal unit pulse response function (UPRF) using the historical data from watersheds. The existing linear programming (LP) formulation has been modified, and a new problem formulation is proposed. The proposed problem formulation consists of fewer decision variables, only one constraint, and a non-linear objective function. The proposed problem formulation can be used to determine an optimal UPRF of a watershed from a single storm or a composite UPRF from multiple storms. The proposed problem formulation coupled with the solution technique of real-coded GA is tested using the effective rainfall and runoff data derived from two different watersheds and the results are compared with those reported earlier by others using LP methods. The model performance is evaluated using a wide range of standard statistical measures. The results obtained in this study indicate that the real-coded GA can be a suitable alternative to the problem of determining an optimal UPRF from a watershed. The proposed problem formulation when solved using real-coded GA resulted in smoother optimal UPRF without the need of additional constraints. The proposed problem formulation can be particularly useful in determining the optimal composite UPRF from multiple storms in large watersheds having large time bases due to its limited number of decision variables and constraints. (c) 2004 Elsevier B.V. All rights reserved.
Keyword:
unit pulse response function
unit hydrograph
non-linear optimization
linear programming
real-coded genetic algorithm
simplex method
rainfall-runoff modeling
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
6.3
论文数:
2.4W
被引数:
9.8W
机构
暂无机构信息
引用论文
Impact of chemotherapy timing on local-regional failures in patients with breast cancer undergoing breast-conserving therapy.化疗时机对接受保乳治疗乳腺癌患者局部区域复发的影响。
PREAI
分享收藏Seizures related to blood transfusion and erythropoietin treatment in patients undergoing dialysis..png)
BMJ
OAAI
BMJIF0
OAAI分享收藏分享收藏
查看更多内容