or in the matrix form
where the matrix contains only constants and is function of .
One way to solve these n coupled first order linear ODE is to diagonalize the coefficient matrix and thus decouple these equations.
Suppose that and are distinct eigenvalues and associated eigenvectors of
the system of differential equations can be rewritten as
Move to the right hand side of the equation, we have
The general solution of this system of equations
Substituting back to , the original system of differential equations can be solved: