基于多目标优化的配水管网设计决策框架

Q4 Business, Management and Accounting
F. Yazdandoost, A. Izadi
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引用次数: 4

摘要

多目标优化配水网络(wdn)设计将是对这些基础设施进行适当管理的有效步骤。这反过来又取决于决策者(DM)如何很好地识别目标之间的权衡。本文提出了一个三步走的框架来应对这一挑战。根据成本和弹性指数(RI)目标,NSGA-II对伊朗部分WDN进行了优化。在考虑决策制定者偏好的情况下,利用熵值法对目标的权重进行量化,最后利用TOPSIS法确定最优选择。结果,与原始设计顾问和成本效益分析(CBA)提出的结果相比,表明当前提出的框架可以作为更可靠的工具来验证wdn的成本效益分析,同时在目标之间建立更好的平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A decision-making framework for designing water distribution networks based on multi-objective optimisation
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.
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来源期刊
International Journal of Multicriteria Decision Making
International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management
CiteScore
0.70
自引率
0.00%
发文量
9
期刊介绍: IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields
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