干旱区生态环境知识资源中心(Arid): Groundwater Single- and Multiobjective Optimization Using Harris Hawks and Multiobjective Billiards-Inspired Algorithm

Arid

DOI	10.1155/2021/4531212
	Groundwater Single- and Multiobjective Optimization Using Harris Hawks and Multiobjective Billiards-Inspired Algorithm
	Gerey, AbdolGhafour; Sarraf, Amirpouya; Ahmadi, Hassan
通讯作者	Sarraf, A (corresponding author), Islamic Azad Univ, Civil Engn Dept, Roudehen Branch, Roudehen, Iran.
来源期刊	SHOCK AND VIBRATION
ISSN	1070-9622
EISSN	1875-9203
出版年	2021
卷号	2021
英文摘要	This is the first attempt to combine the Multiobjective Billiards-Inspired Optimization Algorithm (MOBOA) with groundwater modelling to determine pumping rates within a well-distributed range of Pareto options. In this study, in order to determine an optimum solution for groundwater drawdown, pumping rates were selected accompanied by three minimization objectives: minimizing shortage influenced by inability to supply, adjusted shortage index, and minimizing the degree of drawdown within predefined areas. To optimize hydraulic conductivity and specific yield parameters of a modular three-dimensional finite-difference (MODFLOW) groundwater model, the Harris Hawks optimization algorithm was used to minimize the sum of absolute deviation between observed and simulated water-table levels. MOBOA was then utilized to optimize pumping rate variables for an Iranian arid to semiarid groundwater environment using these parameters. As the study results, when the maximum and minimum aquifer drawdown was specified in the range of -40 to +40 cm/year, the Pareto parameter sets produced satisfactory results. Overall, the Simulation-Optimization-Modelling protocol was able to generate a series of optimal solutions that were shown on a Pareto front. The study concluded to an optimum approach that provides policy makers in the Iranian water stressed zones with safe groundwater management alternatives.
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:000674610700003
WOS关键词	IMPROVED CALIBRATION ; HYDROLOGIC-MODELS ; UNCERTAINTY
WOS类目	Acoustics ; Engineering, Mechanical ; Mechanics
WOS研究方向	Acoustics ; Engineering ; Mechanics
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/368682
作者单位	[Gerey, AbdolGhafour; Sarraf, Amirpouya; Ahmadi, Hassan] Islamic Azad Univ, Civil Engn Dept, Roudehen Branch, Roudehen, Iran
推荐引用方式 GB/T 7714	Gerey, AbdolGhafour,Sarraf, Amirpouya,Ahmadi, Hassan. Groundwater Single- and Multiobjective Optimization Using Harris Hawks and Multiobjective Billiards-Inspired Algorithm[J],2021,2021.
APA	Gerey, AbdolGhafour,Sarraf, Amirpouya,&Ahmadi, Hassan.(2021).Groundwater Single- and Multiobjective Optimization Using Harris Hawks and Multiobjective Billiards-Inspired Algorithm.SHOCK AND VIBRATION,2021.
MLA	Gerey, AbdolGhafour,et al."Groundwater Single- and Multiobjective Optimization Using Harris Hawks and Multiobjective Billiards-Inspired Algorithm".SHOCK AND VIBRATION 2021(2021).