Multi-objective Optimization Tool for Integrated Groundwater Management

被引:0
作者
Issam Nouiri
Muluneh Yitayew
Jobst Maßmann
Jamila Tarhouni
机构
[1] National Institute of Agronomy of Tunisia,Laboratory of Water Sciences and Technologies
[2] The University of Arizona,Agricultural and Biosystems Engineering Department
[3] Federal Institute for Geosciences and Natural Resources (BGR),undefined
来源
Water Resources Management | 2015年 / 29卷
关键词
Groundwater; Management; Multi-objective; Optimization; Genetic algorithm;
D O I
暂无
中图分类号
学科分类号
摘要
Integrated water resources management requires demands from agriculture, industry, and domestic users be met with the available supply with full considerations to water quality, cost and the environment. Thus, optimal allocation of available water resources is the challenge faced by water managers and policy makers to meet demands. With this in mind, a new tool called ALL_WATER_gw was developed for groundwater management within the framework of the WEAP-MODFLOW Decision Support System. It takes into account satisfaction of demand, minimization of water cost and maximal drawdown, as well as meeting water salinity restrictions. A Multi-Objective Genetic Algorithm (MOGA) and the PARETO optimality approaches were used to handle the formulated problem. Sensitivity analysis based on a pilot study showed that the MOGA parameters have strong impacts on the efficiency and the robustness of the developed tool. The results also demonstrated the tool’s capabilities to identify optimal solutions and support groundwater management decisions.
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页码:5353 / 5375
页数:22
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