We discuss a Hamiltonian structure for dynamical systems arising in co
nnection with semi-definite optimization problems. We prove that these
dynamical systems are completely integrable and construct their phase
portrait. An explicit construction of action-angle variables is given
. A role of the canonical Kahler structure is discussed.