Example 1. Consider
the matrix
,
1
(a) Find
.
1
(b) Find
.
Solution 1 (b).
We want to find
First look at some powers
Now use the calculation
Find the expression for the general
term
Find matrix exponential
will
be the sum of the infinite series
![[Graphics:../Images/MatrixExponentialMod_gr_129.gif]](../Images/MatrixExponentialMod_gr_129.gif)
The sum of the first five terms is
The sum of the first ten terms is
Each element in
can
be calculated by the sum of an infinite series and Mathematica
can assist us in these computations.
Therefore, the matrix exponential
is
This can be compared to the matrix
exponential
that
can be computed by using Mathematica's built in
procedure MatrixExp[At].
Caveat. This shows the power of "artificial intelligence" that is available in Mathematica. For this example the matrix had a full set of eigenvectors. Mathematica is "smart" enough to know how to compute the matrix exponential for the difficult case when the set of eigenvectors is deficient.
(c) John H. Mathews 2004