Title :
A One-Parameter Filled Function Method Applied to Nonlinear Equations
Author :
Weixiang Wang ; Youlin Shang ; Ying Zhang
Author_Institution :
Dept. of Math., Shanghai Second Polytech. Univ., Shanghai, China
Abstract :
For box-constrained smooth system of nonlinear equations, a novel filled function with one parameter is derived, its properties are investigated, and an associated filled function algorithm is presented. By converting the nonlinear equations into an equivalent global minimization problem and then applying the proposed filled function algorithm to this optimization problem, we can identify the root of the nonlinear equations. For illustration, two test problems are utilized to demonstrate the efficiency of the proposed scheme. Preliminary numerical results show that our filled function method can effectively solve the system of nonlinear equations.
Keywords :
minimisation; nonlinear equations; associated filled function algorithm; box-constrained smooth system; global minimization problem; nonlinear equations; one-parameter filled function method; Algorithm design and analysis; Approximation algorithms; Educational institutions; Minimization; Nonlinear equations; Optimization; filled function method; global optimization; local optimizer; system of nonlinear equations;
Conference_Titel :
Computational Sciences and Optimization (CSO), 2014 Seventh International Joint Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-5371-4
DOI :
10.1109/CSO.2014.58