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首页> 外文期刊>Journal of Hydroinformatics >Genetic algorithms for real-time operation of multipurpose water resource systems
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Genetic algorithms for real-time operation of multipurpose water resource systems

机译:多用途水资源系统实时运行的遗传算法

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摘要

This paper deals with the application of genetic algorithms to the operation of a water resource system in real time. A genetic algorithm was developed and applied to solve an optimization model for the operation of the system responsible for the water supply of Matsuyama City, in Japan. For comparison purposes, the same model was solved by a technique based on calculus and the Shuffled Complex Evolution Algorithm. The general characteristics of the algorithms and the results from simulations carried out for various conditions are presented. Genetic algorithms appeaf to be effective tools for real-time reservoir operation.
机译:本文讨论了遗传算法在水资源系统实时运行中的应用。开发了遗传算法,并将其应用于求解负责日本松山市供水系统的运行优化模型。为了进行比较,使用基于演算和随机混合复杂演化算法的技术来求解相同的模型。给出了算法的一般特性以及在各种条件下进行的仿真结果。遗传算法有望成为实时油藏作业的有效工具。

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