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OPTIMUM DESIGN OF WATER NETWORKS USING A MICRO SOFTWARE BASED ON GENETIC ALGORITHMS MULTIOBJECTIVE

机译:基于遗传算法多目标的微型软件的水网络优​​化设计

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The water distribution network is a system which transports water to each final user and according to their uses. The infrastructure required for reaching this objective requieres a significant economic investment, therefore providing the optimal design of these networks is very relevant. Not only the economic aspect is essential but also there are other aspects such as hydraulic performance referred to presures and minimum speeds, the availability of pipes, the water quality, the distribution of demand, the network reliability, system operation, which make difficult do an integral analysis which leads to an optimal design. To get a set of optimal solutions, it was developed a computer program called MAGMOREDES which is based on the use of Micro multiobjective solution to the problem of water network optimization is a problem called combinatorial NP-DURO, Which means that it is not posible to use a deterministic method to solve it, the solution requieres special methodologies with a reasonable computing process time that allow for getting a diameter configuration whcih satisfy the restrictions (such as speed and pressure), and also to get acceptable values in the objectives looked for, such as (low cost and high reliability). The use of genetic algorithms allows for solving these kinds of combinatorial problems NP-DURO, getting the optimization of a water genetic algorithm, proposed by Toscano y Coello (2001), adaptanding to the aplication of water distribution networks, which seek to fulfill not only with economical restriction given but also with the peruvian regulations, presures and limit speed. The computer program has been developed in JAVA programming language. The efectiveness of the algorithm developed was checked in the Hanoi (Fujiwara y Khang) Network. This is a network which has one source, consisted of three basic circuits, thirty nodes, a reservoir, thirty four tubes. The nodes are located at the same elevation and are not considered minor losses in pipes.
机译:水分配网络是一个系统,将水运送到每个最终用户并根据其用途。达到这一目标重新定位的基础设施是一个重要的经济投资,因此提供这些网络的最佳设计非常相关。不仅经济方面是必不可少的,而且还有其他方面,如液压性能,如液压性能,引用的最小速度,管道的可用性,水质,需求分布,网络可靠性,系统操作,这使得难以做到困难积分分析,导致最佳设计。要获得一组最佳解决方案,它开发了一种名为Magmoredes的计算机程序,该计算机程序基于微量多目标解决方法对水网络优化的问题是一个称为组合NP-DURO的问题,这意味着它不是本质的使用确定性方法来解决它,解决方案要求特殊方法,具有合理的计算过程时间,允许获得直径配置WHCIH满足限制(例如速度和压力),并且还可以在所寻找的目标中获得可接受的值,如(低成本和高可靠性)。使用遗传算法允许解决这些类型的组合问题NP-DURO,通过Toscano Y Coello(2001)提出的水遗传算法进行了优化,该遗传算法(2001),适应了水分配网络的应用,该数据不仅可以实现考虑到经济限制,也具有秘鲁法规,保护和限制速度。计算机程序已以Java编程语言开发。在河内(Fujiwara Y Khang)网络中检查了算法的效应。这是一个具有一个来源的网络,包括三个基本电路,三十个节点,储层,三十四个管。节点位于同一高度,并且在管道中不被视为轻微的损失。

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