OPTIMAL DESIGN OF WATER DISTRIBUTION NETWORK USING SHUFFLED COMPLEX EVOLUTION

OPTIMAL DESIGN OF WATER DISTRIBUTION NETWORK USING SHUFFLED COMPLEX EVOLUTION
复制标题

利用混洗复杂演化的配水管网优化设计

DOI：
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发表时间：
2004
期刊：
影响因子：
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通讯作者：
Mohammed Atiquzzaman
Mohammed Atiquzzaman
中科院分区：
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文献类型：
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作者：
S. Liong;Mohammed Atiquzzaman

文献摘要

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EPANET 是一种广泛使用的供水管网仿真模型，在本研究中用于处理稳态和延长周期仿真，并与强大的优化算法 Shuffled Complex Evolution (SCE) 相结合。 SCE处理一组点的集合，并基于目标函数在可行空间内进行全方位搜索。在本研究中，SCE 用于设计具有成本效益的供水管网。这项研究的结果表明，与其他广泛使用的算法（例如 GA、模拟退火、GLOBE 和洗牌蛙跳算法）相比，SCE 的计算速度要快得多。因此，SCE 是解决供水管网问题的潜在替代优化算法。
EPANET, a widely used water distribution network simulation model, is used in this study to deal with both the steady state and extended period simulation and is linked with a powerful optimization algorithm, Shuffled Complex Evolution (SCE). SCE deals with a set of population of points and searches in all direction within the feasible space based on objective function. In this present study, SCE is applied for the design of a cost effective water distribution network. The findings of this study show that SCE is computationally much faster when compared with other also widely used algorithms such as GAs, Simulated Annealing, GLOBE and Shuffled Frog Leaping Algorithms. Hence, SCE is a potential alternative optimization algorithm to solve water distribution network problems.