Modified Newton-PBS method for solving a class of complex symmetric nonlinear systems

The parameterized block splitting (PBS) is a convergent and efficient iterative method to solve the large complex symmetric linear systems. In this paper, by using PBS iterative technique, the Newton equation is approximately solved, then we establish the modified Newton-PBS iterative method to solv...

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Veröffentlicht in:Numerical algorithms 2024-05, Vol.96 (1), p.333-368
Hauptverfasser: Zhang, Yuanyuan, Wu, Qingbiao, Xiao, Yao, Xie, Zhewei
Format: Artikel
Sprache:eng
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Zusammenfassung:The parameterized block splitting (PBS) is a convergent and efficient iterative method to solve the large complex symmetric linear systems. In this paper, by using PBS iterative technique, the Newton equation is approximately solved, then we establish the modified Newton-PBS iterative method to solve the complex nonlinear systems whose Jacobian matrices are large, sparse, and complex symmetric. Subsequently, the local convergence analysis are explored under appropriate conditions. Ultimately, we apply the new method and several known methods to experimental numerical examples, and experimental results verify the superiority and efficiency of our new method. Especially, in terms of CPU time and iteration steps, our method is obviously better.
ISSN:1017-1398
1572-9265
DOI:10.1007/s11075-023-01649-z