All-in-one model for designing optimal water distribution pipe networks

Q2 Engineering
D. Aklog, Y. Hosoi
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引用次数: 5

Abstract

Abstract. This paper discusses the development of an easy-to-use, all-in-one model for designing optimal water distribution networks. The model combines different optimization techniques into a single package in which a user can easily choose what optimizer to use and compare the results of different optimizers to gain confidence in the performances of the models. At present, three optimization techniques are included in the model: linear programming (LP), genetic algorithm (GA) and a heuristic one-by-one reduction method (OBORM) that was previously developed by the authors. The optimizers were tested on a number of benchmark problems and performed very well in terms of finding optimal or near-optimal solutions with a reasonable computation effort. The results indicate that the model effectively addresses the issues of complexity and limited performance trust associated with previous models and can thus be used for practical purposes.
配水管网优化设计一体化模型
摘要本文讨论了一种易于使用的、一体化的配水管网优化设计模型的开发。该模型将不同的优化技术组合到一个包中,用户可以很容易地选择要使用的优化器,并比较不同优化器的结果,以获得对模型性能的信心。目前,该模型包含三种优化技术:线性规划(LP)、遗传算法(GA)和作者先前开发的启发式一一约简法(OBORM)。优化器在许多基准问题上进行了测试,在使用合理的计算量找到最优或接近最优的解决方案方面表现非常好。结果表明,该模型有效地解决了与先前模型相关的复杂性和有限的性能信任问题,因此可以用于实际目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Drinking Water Engineering and Science
Drinking Water Engineering and Science Environmental Science-Water Science and Technology
CiteScore
3.90
自引率
0.00%
发文量
3
审稿时长
40 weeks
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