A monotone block coordinate descent method for solving absolute value equations

2024/12/16 by Luo, Tingting, Liu, Jiayu, Chen, Cairong +1 · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)

paper · doi:10.48550/arxiv.2412.11833

Abstract

In this paper, we proposed a monotone block coordinate descent method for solving absolute value equation (AVE). Under appropriate conditions, we analyzed the global convergence of the algorithm and conduct numerical experiments to demonstrate its feasibility and effectiveness.

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• A generalization of the Gauss-Seidel iteration method for generalized absolute value equations

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