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math.OC2023
Local convergence of a sequential quadratic programming method for a class of nonsmooth nonconvex objectives
Jingyi Wang, Cosmin G. Petra
A sequential quadratic programming (SQP) algorithm is designed for nonsmooth optimization problems with upper-C^2 objective functions. Upper-C^2 functions are locally equivalent to…
math.OC2023
A sequential quadratic programming method for nonsmooth stochastic optimization with upper-C^2 objective
J. Wang, I. Aravena, C. G. Petra
We propose a sequential quadratic programming (SQP) method that can incorporate adaptive sampling for stochastic nonsmooth nonconvex optimization problems with upper-C^2 objectives…