Modified three-term derivative-free projection method for solving nonlinear monotone equations with application

Abdullahi, Muhammad; Abubakar, Auwal Bala; Muangchoo, Kanikar

doi:10.1007/s11075-023-01616-8

Cited by 6 publications

(1 citation statement)

References 22 publications

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“…The conjugate gradient method is one of the most developed algorithms for solving large-scale problems due to its appealing practical characteristics, such as easy computation, low memory requirement, sufficient descent property, and strong global convergence [4][5][6][15][16][17][18][19].…”

Section: Introductionmentioning

confidence: 99%

A projection method for solving monotone nonlinear equations with application

Abbass,

Chen,

Abdullahi

et al. 2023

Phys. Scr.

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Nonlinear equations are one of the most trending research areas due to their vast applications in the field of sciences, social sciences, and engineering. However, the conjugate gradient method (CG) is the most effective and rapidly developing iterative technique for solving nonlinear monotone problems. Recently, much work has been done on using the CG method to solve monotone nonlinear equations. This paper discusses a new variant for solving constrained monotone nonlinear equations. The method satisfies the sufficient descent condition and proves global convergence with the help of some reasonable assumptions. Two sets of numerical tests were conducted. The first experiment shows the good performance of the proposed method compared to existing methods, while the second experiment displays the performance of motion control of two-joint planar robot manipulator.

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