Automatic Differentiation for All-at-once Systems Arising in Certain PDE-Constrained Optimization Problems

Santolo Leveque, James R. Maddison, John W. Pearson

An automated framework is presented for the numerical solution of optimal control problems with PDEs as constraints, in both the stationary and instationary settings. The associate…