5.4 Computation of State Transition Matrix e^AT

• Evaluation of state transition matrix is based on the Cayley-Hamilton Theorem:

• The eigenvalues of A are the roots of the nth order polynomial:

where A is n x n matrix, I is n x n identity matrix

• Distinct eigenvalues:

•