Application of Heuristic Genetic Algorithm for Optimal Layout of Flow Measurement Stations in Water Distribution Networks
文献类型： 会议论文
第一作者： Hui Zhang
作者： Hui Zhang 1 ; Ting-Lin Huang 1 ; Wen-Jie He 3 ;
作者机构： 1.School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology
2.Postdoctoral Programme Tianjin WaterworksGroup Co., Ltd.
3.Postdoctoral Programme Tianjin Waterworks Group Co., Ltd.
关键词： Heuristic genetic algorithm;Flow measurement station;Optima layout;Water distribution network
会议名称： International Conference on Natural Computation
主办单位：
页码： 140-143
摘要： The placement of flow measurement stations is very important for real-time monitoring of water distribution networks. In this paper the heuristic genetic algorithm was applied to get the optimal layout of flow measurement stations based on the monitoring scope method. Its specific implementation for the problem was designed, including problem representation, heuristic correction, fitness function and genetic operations. And a computer program based on the algorithm was developed with Delphi 7. Through the application on an existing network it is proved that the developed algorithm is robust and can work out the results in a few minutes. Therefore, the heuristic genetic algorithm is an effective approach to solve the problems of combinatorial optimization in water distribution networks.
分类号： TP301-53
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