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DOI	10.1080/02626667.2021.1968404
	Integrated approach for optimizing groundwater monitoring systems using evolutionary algorithms
	Mahmod, Wael Elham; Mohamed, Hassan, I; Suleiman, Ahmed H.
通讯作者	Mahmod, WE (corresponding author), Assiut Univ, Fac Engn, Civil Engn Dept, Assiut 71515, Egypt.
来源期刊	HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
ISSN	0262-6667
EISSN	2150-3435
出版年	2021
卷号	66 期号:13 页码:1963-1978
英文摘要	This study aimed to develop a new approach to build a functioning groundwater monitoring system by detecting a reduced set of observation wells (OWs) that optimally matches the hydraulic heads measured by other OWs within the field, namely as leader wells (LWs). The optimization models used in this work are the well-known genetic algorithm (GA) and modified genetic algorithm (MGA) and a new progressive combination (PC) model. Optimization was applied to achieve three sequential selection processes: best input combinations (BICk), LWs and core leader wells (CLWs). This approach was applied to the Assiut New Barrage (ANB), a megaproject located in Assiut city, Egypt. The results show that nine LWs among 33 OWs are adequate for regular monitoring, with a reduction ratio of 72.72%. Moreover, assigning CLWs among LWs increases the accuracy of fitting to existing OWs, and helps in understanding the spatial relationships among OWs.
英文关键词	groundwater monitoring system (GMS) evolutionary algorithms genetic algorithms (GA) modified genetic algorithms (MGA) Assiut New Barrage (ANB)
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000703450300001
WOS关键词	LIMITED HYDROGEOLOGICAL DATA ; NEURAL-NETWORK ; GENETIC ALGORITHM ; NUBIAN SANDSTONE ; CONJUNCTIVE USE ; SURFACE-WATER ; KHARGA OASIS ; GREY MODEL ; OPTIMIZATION ; FLOW
WOS类目	Water Resources
WOS研究方向	Water Resources
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/363541
作者单位	[Mahmod, Wael Elham; Mohamed, Hassan, I] Assiut Univ, Fac Engn, Civil Engn Dept, Assiut 71515, Egypt; [Mahmod, Wael Elham] Taif Univ, Fac Engn, Civil Engn Dept, At Taif, Saudi Arabia; [Suleiman, Ahmed H.] Arab Consulting Engineers ACE, Assiut Barrage Dev Consultants ABDC, Cairo, Egypt
推荐引用方式 GB/T 7714	Mahmod, Wael Elham,Mohamed, Hassan, I,Suleiman, Ahmed H.. Integrated approach for optimizing groundwater monitoring systems using evolutionary algorithms[J],2021,66(13):1963-1978.
APA	Mahmod, Wael Elham,Mohamed, Hassan, I,&Suleiman, Ahmed H..(2021).Integrated approach for optimizing groundwater monitoring systems using evolutionary algorithms.HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES,66(13),1963-1978.
MLA	Mahmod, Wael Elham,et al."Integrated approach for optimizing groundwater monitoring systems using evolutionary algorithms".HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES 66.13(2021):1963-1978.