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调和算法在水箱模型参数自动率定中的应用 被引量:4

Application of Harmony Search Algorithm to Parameters Automatic Calibration of Tank Model
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摘要 针对水文概念性模型参数率定复杂且模型专业性强,应用传统的人工试错方法寻找最优参数组合时工作量大、耗时长、成本高,提出了一种新型的启发式算法调和算法,实现了对一维水箱模型的参数自动率定,并运用该算法对闽江流域邵武站历年径流量进行了数值模拟。结果表明,该算法自动率定水文模型参数效率很高,获得的年径流量模拟结果较好。 Parameter estimation of conceptual hydrologic model is complex and requires strong expertise. Uahbration ol model parameters hy traditional artificial trial error method requires long time, much effort, and high cost. This paper proposes a new meta heuristic algorithms, i.e. Harmony Search (HS), to optimize parameters of one dimensional tank model. History annual runoff of Shaowu Hydrologic Station in Minjiang Basin is simulated by the HS. Numerical results reveal that HS is a powerful search algorithm for hydrologic model parameters and can gain good simulation re.suit for annual runoff.
出处 《水电能源科学》 北大核心 2010年第4期19-21,共3页 Water Resources and Power
关键词 一维水箱模型 参数自动率定 调和算法 目标函数 年径流量模拟 one dimensional tank model parameter automatic calibration Harmony Search objective function annual runoff simulation
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参考文献4

  • 1熊俊,黄小兰.边坡降雨模拟中的多水箱模型及其参数估计[J].武汉工业学院学报,2009,28(3):64-67. 被引量:3
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  • 4Paik K, Kim J H, Kim H S, et al. A Conceptual Rainfall-runoff Model Considering Seasonal Variation[J]. Hydrological Process, 2005, 19:3 837- 3 850.

二级参考文献5

  • 1谭炳卿.水文模型参数自动优选方法的比较分析[J].水文,1996,15(5):8-14. 被引量:28
  • 2Fread D L, Harbaugh T E. Open-channel profiles by Newton' s iteration technique [ J ]. Journal of Hydrology, 1971,2 : 129-139.
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  • 5李纪生 朱希.水箱模型在东江站洪水预报中的应用.水文,1982,2(6):25-28.

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