A subspace inertial method for derivative-free nonlinear monotone equations

We introduce SILS, a subspace inertial line search algorithm, which is a line search method designed for finding zeros of monotone mappings. At each iteration, a new point is generated in a subspace of the previous points, replacing the one with the largest residual norm.  This study analyzes the global convergence and complexity bounds for … Read more