IEEE Access (Jan 2021)

Inertial Derivative-Free Projection Method for Nonlinear Monotone Operator Equations With Convex Constraints

  • Auwal Bala Abubakar,
  • Poom Kumam,
  • Abdulkarim Hassan Ibrahim

DOI
https://doi.org/10.1109/ACCESS.2021.3091906
Journal volume & issue
Vol. 9
pp. 92157 – 92167

Abstract

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In this paper, we propose an inertial derivative-free projection method for solving convex constrained nonlinear monotone operator equations (CNME). The method incorporates the inertial step with an existing method called derivative-free projection (DFPI) method for solving CNME. The reason is to improve the convergence speed of DFPI as it has been shown and reported in several works that indeed the inertial step can speed up convergence. The global convergence of the proposed method is proved under some mild assumptions. Finally, numerical results reported clearly show that the proposed method is more efficient than the DFPI.

Keywords