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Single and multi-objective optimal design of water distribution systems: application to the case study of the Hanoi system

机译:供水系统的单目标和多目标优化设计:在河内系统的案例研究中的应用

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摘要

This manuscript describes the epplication of two recent methodologies developed by the authors for single and multi-objective optimal design of water distribution systems. The single-objective model is a hybrid algorithm incorporating decomposition, spanning tree search, and evolutionary computation, while the multi-objective algorithm integrates features form multi-objective genetic algorithms with the Cross Entropy combinatorial optimization scheme. The two models are implemented on the Hanoi water distribution system, one of the more explored systems in the research literature, through base runs and sensitivity analysis. The single-objective model produced the best known least cost solution for split pipe design, while the multi-objective model has shown robustness and well explanatory outcomes. Discussion of the accomplished results and suggestions for future research are provided.
机译:该手稿描述了作者开发的两种最新方法在水分配系统的单目标和多目标优化设计中的应用。单目标模型是一种结合分解,生成树搜索和进化计算的混合算法,而多目标算法则将具有多目标遗传算法特征的特征与交叉熵组合优化方案相结合。通过基础运行和敏感性分析,在河内水分配系统(这是研究文献中探讨最多的系统之一)上实现了这两个模型。单目标模型为分流管设计提供了最广为人知的最低成本解决方案,而多目标模型则显示了鲁棒性和良好的解释性结果。讨论了取得的成果,并提出了对未来研究的建议。

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