Quadratic Program

An optimization problem with a quadratic objective function and linear (or quadratic) constraints. QPs are solved in milliseconds with active-set or interior-point solvers. In robotics: whole-body control formulates priorities as a hierarchy of QPs; CLF-CBF safety filters solve a QP to minimally modify a nominal controller.