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A decision-making framework for designing water distribution networks based on multi-objective optimisation

机译:基于多目标优化的供水网络设计决策框架

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Multi-objective optimisation of water distribution networks (WDNs) design would be an effective step towards the proper management of these infrastructures. This in turn depends upon how well the decision maker (DM) identifies the trade-off between the objectives. Here, a three-step framework is proposed to address this challenge. Part of the WDN in Iran, has been optimised by NSGA-Ⅱ based on cost and resilience index (RI) objectives. The obtained non-dominated solutions located on the Pareto front were then processed through the entropy method to quantify the weights for the objectives while considering the preferences of the DM. Finally, the TOPSIS method was used to determine the best choice. The results, compared to those proposed by the original design consultants and cost-benefit analysis (CBA), show that the current proposed framework can be used as a more reliable tool to verify WDNs cost-benefit analysis while creating a better balance between the objectives.
机译:供水网络(WDN)设计的多目标优化将是朝着适当管理这些基础设施迈出的有效一步。这又取决于决策者(DM)识别目标之间权衡的程度。在这里,提出了一个三步框架来应对这一挑战。 NSGA-Ⅱ已根据成本和弹性指标(RI)的目标对伊朗的WDN的一部分进行了优化。然后,通过熵方法处理位于帕累托前沿的非支配解,以量化目标权重,同时考虑DM的偏好。最后,使用TOPSIS方法确定最佳选择。与原始设计顾问和成本效益分析(CBA)提出的结果相比,结果表明,当前提出的框架可以用作验证WDN成本效益分析的更可靠工具,同时在目标之间建立更好的平衡。

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