Penalty Adversarial Network (PAN): A neural network-based method to solve PDE-constrained optimal control problems

Shilin Ma, Yukun Yue

In this work, we introduce a novel strategy for tackling constrained optimization problems through a modified penalty method. Conventional penalty methods convert constrained probl…