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| 多目标遗传算法用于给水管网优化设计的研究 | |
| 引用本文： | 杨世平,阎立华,程琳,崔玉琢. 多目标遗传算法用于给水管网优化设计的研究[J]. 供水技术, 2009, 3(4): 30-33. DOI: 10.3969/j.issn.1673-9353.2009.04.008 |
| 作者姓名： | 杨世平 阎立华 程琳 崔玉琢 |
| 作者单位： | 沈阳建筑大学,市政与环境工程学院,辽宁,沈阳,110168;江苏明成环保科技有限公司,江苏,南京,214214 |
| 摘 要： | 建立了一个基于经济性和可靠性的多目标数学模型用于给水管网优化设计。利用惩罚函数法对遗传算法进行改进后，应用其对多目标数学模型进行求解，并将该优化方法运用于实际工程。结果表明，采用多目标遗传算法得出的结果优于常规优化方法。 |
| 关 键 词： | 优化设计 多目标遗传算法 数学模型 最优管径 |
Application of multi-objective genetic algorithm for the optimization design of water supply networks |
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| Yang Shiping,Yan Lihua,Cheng Lin,Cui Yuzhuo. Application of multi-objective genetic algorithm for the optimization design of water supply networks[J]. Water Technology, 2009, 3(4): 30-33. DOI: 10.3969/j.issn.1673-9353.2009.04.008 | |
| Authors: | Yang Shiping Yan Lihua Cheng Lin Cui Yuzhuo |
| Affiliation: | 1. School of Municipal and Environmental Engineering;Shenyang Jian Zhu University;Shenyang 110168;China;2. Jiangsu Mingcheng Environmental Science and Technology Ltd.;Nanjing 214214;China |
| Abstract: | The multi-objective mathematical model was established based on economics and reliability for the optimization design of water supply networks. The genetic algorithm was improved by penalty function method and the multi-objective mathematical model was solved. The optimization method was applied to actual project, and the results of this optimization were compared with the conventional optimization method in order to prove the superiority of the former. |
| Keywords: | optimization design multi-objective genetic algorithm mathematical model optimal diameter |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |