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二维稳态热传导热源反问题LS-SVM解
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作者 于加举 李福乐 +2 位作者 刘振斌 吴自库 李娟 《工程数学学报》 CSCD 北大核心 2018年第5期559-569,共11页
本文研究了一类二维稳态热传导热源反问题.首先设置训练点集,将问题的近似解表示为与训练点集相关的高斯核函数组合的形式,然后依据最小二乘支持向量机原理优化参数.近似解由两部分组成,第一部分为满足边界条件的已知函数;第二部分为两... 本文研究了一类二维稳态热传导热源反问题.首先设置训练点集,将问题的近似解表示为与训练点集相关的高斯核函数组合的形式,然后依据最小二乘支持向量机原理优化参数.近似解由两部分组成,第一部分为满足边界条件的已知函数;第二部分为两项乘积,其中一项为在边界上为零的已知函数,另一项为含回归参数核函数线性组合形式.最后,通过两个有解析解的算例检验方法的有效性.结果表明了本文方法用于研究二维稳态热传导热源反问题的可行性. 展开更多
关键词 稳态热传导 热源反问题 最小二乘支持向量机 二次规划 近似解
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SOLUTION OF THE ENSO DELAYED OSCILLATOR WITH HOMOTOPY ANALYSIS METHOD
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作者 wu zi-ku 《Journal of Hydrodynamics》 SCIE EI CSCD 2009年第1期131-135,共5页
An ENSO delayed oscillator is considered. The E1 Nino atmospheric physics oscillation is an abnormal phenomenon involved in the tropical Pacific ocean-atmosphere interactions. The conceptual oscillator model should co... An ENSO delayed oscillator is considered. The E1 Nino atmospheric physics oscillation is an abnormal phenomenon involved in the tropical Pacific ocean-atmosphere interactions. The conceptual oscillator model should consider the variations of both the eastern and western Pacific anomaly patterns. Using the homotopy analysis method, the approximate expansions of the solution of corresponding problem are constructed. The method is based on a continuous variation from an initial trial to the exact solution. A Maclaurin series expansion provides a successive approximation of the solution through repeated application of a differential operator with the initial trial as the first term. This approach does not require the use of perturbation parameters and the solution series converges rapidly with the number of terms. Comparing the approximate analytical solution by homotopy analysis method with the exact solution, we can find that the homotopy analysis method is valid for solving the strong nonlinear ENSO delayed oscillator model. 展开更多
关键词 ENSO delayed oscillator homotopy analysis method strong nonlinear
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