Determining All Solutions to Certain Systems of Nonlinear Equations

1979 ◽  
Vol 4 (1) ◽  
pp. 1-14 ◽  
Author(s):  
C. B. Garcia ◽  
W. I. Zangwill
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 ◽  
...  

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