Various trace minimization principles have interplayed with numerical computations for the standard eigenvalue and generalized problems in general, as well important applied including linear response problem from electronic structure calculation symplectic of positive definite matrices that play roles classical Hamiltonian dynamics, quantum mechanics, information, among others. In this paper, K...