Pontryagin Minimum Principle

A set of necessary conditions for optimality in control problems that couples the state trajectory and adjoint (costate) variables through a Hamiltonian function; optimal controls minimise the Hamiltonian almost everywhere and satisfy costate (adjoint) differential equations with transversality conditions.