In this thesis, we study the solvabilities of two optimization problems associated with second-order cone, including eigenvalue complementarity problem associated with second order cone (SOCEiCP), and quadratic eigenvalue complementarity problem associated with second order cone (SOCQEiCP). Furthermore, we reformulate these problems and provide some algorithms for solving them.