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吉林化工学院学报, 2021, 38(5): 85-89     https://doi.org/10.16039/j.cnki.cn22-1249.2021.05.018
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求解非线性方程组的信赖域算法
唐江花
安徽新华学院 通识教育部 安徽 合肥  230088
Trust Region Algorithm for Solving Nonlinear Equation
TANG jianghua
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摘要 

非线性方程组传统解法求解过程中迭代次数多,运算时间长,因此提出一种求解非线性方程组的信赖域算法。首先建立信赖域算法模型,将非线性方程组转化为无约束问题,确定迭代过程参数,建立Hessian阵并构造近似序列,随后利用反证法进行收敛性分析,验证算法可行性。仿真实验中选择三个案例对传统算法和本文算法进行验证,实验结果表明,两算法得到的求解结果相似,但在计算中的迭代次数、CPU时间和函数值等参数值均优于传统算法。

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唐江花
关键词:  非线性方程组  信赖域算法  收敛性分析  无约束问题  迭代过程参数     
Abstract: 

The traditional method of solving nonlinear equations has many iterations and takes a long time. Therefore, a trust region algorithm for solving nonlinear equations is proposed. Firstly, the trust region algorithm model is established, the nonlinear equations are transformed into unconstrained problems, the iterative process parameters are determined, the Hessian matrix is established, and the approximate sequence is constructed. Then, the convergence analysis is carried out by using the counter argument method to verify the feasibility of the algorithm. In the simulation experiment, three cases are selected to verify the traditional algorithm and the algorithm proposed in this paper. The experimental results show that the results of the two algorithms are similar, but the iteration times, CPU time and function value are better than the traditional algorithm.

Key words:  Nonlinear equations    Trust region algorithm    Convergence analysis    Unconstrained problem    Iterative process parameters
               出版日期:  2021-05-25      发布日期:  2021-05-25      整期出版日期:  2021-05-25
ZTFLH:  O241.7  
引用本文:    
唐江花. 求解非线性方程组的信赖域算法 [J]. 吉林化工学院学报, 2021, 38(5): 85-89.
TANG jianghua. Trust Region Algorithm for Solving Nonlinear Equation . Journal of Jilin Institute of Chemical Technology, 2021, 38(5): 85-89.
链接本文:  
http://xuebao.jlict.edu.cn/CN/10.16039/j.cnki.cn22-1249.2021.05.018  或          http://xuebao.jlict.edu.cn/CN/Y2021/V38/I5/85
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