in this talk we will cover the topic of hamiltonian variational integrators and a framework for adaptive symplectic integrators. first, i will introduce variational integrators from the perspective of duality in optimization. then a variety of results will be presented on hamiltonian variational integrators and the role they can play in developing adaptive symplectic integrators.