Finding all solutions of systems of nonlinear equations with free variables

2007 ◽  
Vol 39 (6) ◽  
pp. 649-659 ◽  
Author(s):  
J.-F. Tsai ◽  
M.-H. Lin
Author(s):  
Kuntjoro Adji Sidarto ◽  
◽  
Adhe Kania

Nowadays the root finding problem for nonlinear system equations is still one of the difficult problems in computational sciences. Many attempts using deterministic and meta-heuristic methods have been done with their advantages and disadvantages, but many of them have fail to converge to all possible roots. In this paper, a novel method of locating and finding all of the real roots from the system of nonlinear equations is proposed mainly using the spiral dynamics inspired optimization by Tamura and Yasuda [1]. The method is improved by the usage of the Sobol sequence of points for generating initial candidates of roots which are uniformly distributed than of pseudo-random generated points. Using clustering technique, the method localizes all potential roots so the optimization is conducted in those points simultaneously. A set of problems as the benchmarks from the literature is given. Having only a single run for each problem, the proposed method has successfully found all possible roots within a bounded domain.


1990 ◽  
Vol 14 (1) ◽  
pp. 71-85 ◽  
Author(s):  
J.D. Seader ◽  
M. Kuno ◽  
W.-J. Lin ◽  
S.A. Johnson ◽  
K. Unsworth ◽  
...  

IEEE Access ◽  
2021 ◽  
pp. 1-1
Author(s):  
Rami Sihwail ◽  
Obadah Said Solaiman ◽  
Khairuddin Omar ◽  
Khairul Akram Zainol Ariffin ◽  
Mohammed Alswaitti ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document