Newton-like methods for solving nonlinear equations
Huang Songqi
Abstract
Huang Songqi
Abstract
A continuous method was developed for solving nonlinear equations with large-scale stability using the homotopy method. Newton-like iterative methods and Steffensen-Newton-like iterative methods were developed by discretization of the method. The large-scale convergence for Newton-like iterative methods has quadratic convergence. The convergence factors for weak convergence for Newton-like iterative methods and Steffensen-Newton-like iterative methods were found using Taylors series expansions. Newton-like iterative methods remove the strict condition f' (x) ≠ 0 imposed on f(x) and have parameters to adjust the convergence rate. The Steffensen-Newton-like iterative methods do not use derivatives, so they have advantages over Newton's method and the Newton-down hill method.
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A continuous method was developed for solving nonlinear equations with large-scale stability using the homotopy method. Newton-like iterative methods and Steffensen-Newton-like iterative methods were developed by discretization of the method. The large-scale convergence for Newton-like iterative methods has quadratic convergence. The convergence factors for weak convergence for Newton-like iterative methods and Steffensen-Newton-like iterative methods were found using Taylors series expansions. Newton-like iterative methods remove the strict condition f' (x) ≠ 0 imposed on f(x) and have parameters to adjust the convergence rate. The Steffensen-Newton-like iterative methods do not use derivatives, so they have advantages over Newton's method and the Newton-down hill method.
Key concepts: Steffensen's method, Newton's method, Local convergence, Newton's method in optimization, Iterative method, Mathematics, Convergence (economics), Nonlinear system