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Planning water resources systems with interval stochastic dynamic programming

机译:具有区间随机动态规划的水资源系统规划

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摘要

This study addresses water resources system planning problems with capacity expansion in an uncertain environment. An interval stochastic dynamic programming (SDP) model is presented, which is a hybrid of interval-number optimization and SDP. Besides the dynamic features of the model, it can incorporate and reflect uncertainties expressed as probability distribution functions and discrete intervals. The solution method for the proposed model is computationally effective, which makes it applicable to practical problems. The results acquired through a case study indicate that reasonable solutions have been obtained. They are further analyzed and interpreted for identifying significant factors that affect the system's performance. The information obtained through these post-optimality analyses can provide useful decision support for water authorities.
机译:这项研究解决了在不确定环境中容量扩张的水资源系统规划问题。提出了一种区间随机动态规划(SDP)模型,该模型是区间数优化和SDP的混合。除了模型的动态特征,它还可以合并并反映以概率分布函数和离散区间表示的不确定性。该模型的求解方法在计算上是有效的,使其适用于实际问题。通过案例研究获得的结果表明已经获得了合理的解决方案。为了确定影响系统性能的重要因素,对它们进行了进一步的分析和解释。通过这些优化后分析获得的信息可以为水务主管部门提供有用的决策支持。

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