Kurdyka-Łojasiewicz-based convergence analysis with approximate weakly convex subdifferentials: bundle, quadratic penalty, and moving balls approximation methods

The Kurdyka-Lojasiewicz (KL) property has been widely used for establishing global sequential convergence and analyzing local convergence rate of optimization algorithms. Most existing analysis frameworks rely on the construction of a suitable KL potential function such that along the sequence gener