Equilibrium bias and convergence in augmented primal--dual dynamics with sampled constraints

Kang Liu, Mengxiao Chen, Siqi Xiong +1

This work studies the stability and convergence of augmented primal-dual dynamics when constraint values are estimated from samples. Unbiased constraint observations can produce a…