In this paper, a neural network-based optimal control synthesis is presented for distributed problems. We deal with solutions of systems controlled by parabolic differential equations and state constraints discrete time delays. The given problem transformed into nonlinear then implemented feed-forward adaptive critic network. propose new algorithm to reach an trajectory using present concrete a...