The Sandbox for Outer Loop Analysis (Sola) is a MATLAB library that solves equality constrained optimization problems in reduced space with derivative (1st and 2nd) based optimization computed via adjoints. In addition, it automatically enables other outer loop analyses such as hyper-differential sensitivity analysis. - View it on GitHub