Optimization of water distribution network design using the Shuffled Frog Leaping Algorithm

被引:1088
|
作者
Eusuff, MM [1 ]
Lansey, KE [1 ]
机构
[1] Univ Arizona, Dept Civil Engn & Engn Mech, Tucson, AZ 85721 USA
关键词
optimization; water distribution; algorithms; computer models;
D O I
10.1061/(ASCE)0733-9496(2003)129:3(210)
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Shuffled Frog Leaping Algorithm (SFLA) is a meta-heuristic for solving discrete optimization problems. Here it is applied to determine optimal discrete pipe sizes for new pipe networks and for network expansions. SFLA is a Population based, cooperative search metaphor inspired by natural memetics. The algorithm uses memetic evolution in the form of infection of ideas from one individual to another in a local search. The local search is similar in concept to particle swarm optimization. A shuffling strategy allows for the exchange of information between local searches to move toward a global optimum. This paper summarizes the development of SFLANET, a computer model that links SFLA and the hydraulic simulation software EPANET and its library functions. Application of SFLANET to literature network design problems is then described. Although the algorithm is in its initial stages of development, promising results were obtained.
引用
收藏
页码:210 / 225
页数:16
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