We derive the general formula of isospectral gradient flows on adjoint orbi
ts which are related to the theory of solitons: and matrix eigenvalue probl
em. The general formula includes some known examples of isospectral Rows. U
sing the general formula, we obtain new dynamical systems which provide new
computational algorithm for solving the eigenvalue problem of non-symmetri
c matrices.