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Hamid Esmaili

Academic rank: Professor
ORCID:
Education: PhD.
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Faculty: Faculty of Science
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Research

Title
A new adaptive trust-region method for system of nonlinear equations
Type
JournalPaper
Keywords
Nonlinear equations Trust-region framework Adaptive radius Nonmonotone technique Convergence theory
Year
2014
Journal APPLIED MATHEMATICAL MODELLING
DOI
Researchers Hamid Esmaili ، morteza Kimiaei

Abstract

This study presents a new trust-region procedure to solve a system of nonlinear equations in several variables. The proposed approach combines an effective adaptive trust-region radius with a nonmonotone strategy, because it is believed that this combination can improve the efficiency and robustness of the trust-region framework. Indeed, it decreases the computational cost of the algorithm by decreasing the required number of subproblems to be solved. The global and the quadratic convergence of the proposed approach is proved without any nondegeneracy assumption of the exact Jacobian. Preliminary numerical results indicate the promising behavior of the new procedure to solve systems of nonlinear equations.