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Application of Optimum Perturbation Algorithm for Parameter Inversion Identification of Soil Moisture Model under Ecological Slope Protection

机译:在生态坡保护下土壤水分模型参数反转算法应用优化扰动算法

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Based on porous media fluid dynamics theory and parameter inversion identification technology, mathematical model of soil moisture movement for ecological slope protection was established, and corresponding numerical inversion model was proposed. Using optimum perturbation algorithm, parameter inverse problem of soil water properties was conducted on numerical solution and inversion identification under ecological slope protection. Calculation results show that numerical inversion has good consistency with experimental test. Optimum perturbation algorithm ensures validity of parameter inverse problem in unsaturated soil moisture, exhibiting certain stability towards data disturbance. It also solves sensitive question of initial parameters on calculation results, less dependent on prior information of solution. It provides theoretical basis and technical support for scheme determination of ecological slope protection as well as optimization of moisture characteristic parameter.
机译:基于多孔介质流体动力学理论和参数反演识别技术,建立了生态坡保护土壤水分运动的数学模型,提出了相应的数值反演模型。使用最优扰动算法,在生态坡保护下的数值溶液和反演识别下进行土壤水性性能参数逆问题。计算结果表明,数值转化与实验测试具有良好的稠度。最佳扰动算法确保了不饱和土水分中参数逆问题的有效性,表现出对数据扰动的某些稳定性。它还解决了在计算结果上的初始参数的敏感问题,更少依赖于解决方案的先前信息。它为生态坡保护的方案确定提供了理论基础和技术支持,以及水分特征参数的优化。

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