Title :
Solving Non-linear Equation Based on Steepest Descent Method
Author :
Zhang Tian-liang
Author_Institution :
Coll. of Math & Phys., Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
This paper concerns with the problem of solving non-linear equation. It is shown that solving non-linear equation is equivalent to the evaluation extremum of funtion. In terms of unconstrained optimization using steepest descent method, we propose an algorithm for solving non-linear equation. It is shown that the proposed algorithm has the same convergence rate as the secant method. Several numerical experiments are also provided to demonstrate the effect of the proposed algorithm.
Keywords :
convergence of numerical methods; gradient methods; nonlinear equations; optimisation; convergence rate; evaluation extremum; nonlinear equation; secant method; steepest descent method; unconstrained optimization; Extract roots using optimization technology; Secent method; Steepest descent method;
Conference_Titel :
Information and Computing (ICIC), 2011 Fourth International Conference on
Conference_Location :
Phuket Island
Print_ISBN :
978-1-61284-688-0
DOI :
10.1109/ICIC.2011.107