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Scheduling of Water Distribution System Rehabilitation Using Structured Messy Genetic Algorithms

机译:基于结构化凌乱遗传算法的配水系统修复调度

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摘要

A methodology is presented for the optimal design and scheduling of investment for the rehabilitation of water distribution networks. Based on the evolutionary programming technique known as Structured Messy Genetic Algorithms, the methodology utilizes a multi-objective formulation which improves the evolutionary process and provides non-dominated optimal solutions over a range of costs and benefits. The model is applied to an example—a small artificial network of fifteen pipes. The effects on the optimal solutions of varying parameters such as interest rate and inflation rate are also investigated.
机译:提出了一种用于优化设计和调度水分配网络修复投资计划的方法。基于称为结构化凌乱遗传算法的进化编程技术,该方法利用了多目标公式化,从而改善了进化过程并在一系列成本和收益方面提供了非支配性的最优解决方案。该模型应用于一个示例-一个由15个管道组成的小型人工网络。还研究了诸如利率和通货膨胀率等各种参数对最优解的影响。

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