| 利用改进的遗传算法求解供水优化调度研究 |
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| 引用本文： | 陶建科.利用改进的遗传算法求解供水优化调度研究[J].水利科技与经济,2012(1):6-9. |
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| 作者姓名： | 陶建科 |
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| 作者单位： | 上海敢创水业科技有限公司,上海201203 |
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| 基金项目： | 科技部科技型中小企业技术创新基金项目（09C26213100665）;上海市人才发展资金资助项目（2009074） |
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| 摘 要： | 针对标准遗传算法存在容易产生过早收敛及易陷入局部最优的问题,提出了一种改进的遗传算法,并成功地应用在华东某市供水优化调度。数值模拟的结果表明利用该改进的遗传算法求解大规模供水系统优化调度问题,有效地克服了早熟现象,提高了全局优化能力。
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| 关 键 词： | 遗传算法 供水系统 优化调度 验证 |
Study on Solving the Water Supply Optimal Dispatch Problems with an Improved Genetic Algorithm |
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| TAO Jian-ke.Study on Solving the Water Supply Optimal Dispatch Problems with an Improved Genetic Algorithm[J].Water Conservancy Science and Technology and Economy,2012(1):6-9. |
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| Authors: | TAO Jian-ke |
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| Affiliation: | TAO Jian - ke ( Shanghai Creative Water Science and Technology Co. Ltd. , Shanghai 201203, China) |
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| Abstract: | An improved genetic algorithm is developed to solve the problems of the standard genetic algorithm easy to produce premature convergence and easy to fall into the local optimum, which has been successfully applied in east China city water supply optimization dispatch. The simulating resuits indicate solving optimal dispatch problems of large - scale water supply systems with the improved genetic algorithm can prevent premature and realize global- optimization effectively. |
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| Keywords: | genetic algorithm water supply system optimization dispatch validation |
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