In: Advanced Math
Hello.
This is an exercise is from Hoffman, Linear Algebra, chapter 7.4; but it has no solution, Can you help me to understand how to solve it? I have just a very general idea of how to solve it and I am afraid that, if the degree of the polynomial is changed, I may fail the solution.
4. Construct a linear operator T with minimal polynomial x^2 (x
- 1)^2 and characteristic
polynomial x^3(x-1)^4. Describe the primary decomposition of the
vector
space under T and find the projections on the primary components.
Find a basis
in which the matrix of T is in Jordan form. Also find an explicit
direct sum decomposition
of the space into T-cyclic subspaces as in Theorem 3 and give the
invariant
factors.
Best Regards.
Since we have to construct and in fact the Vector
space on which
is defined is not
given. Hence we can simply consider
(we choose dimension
because given
Characteristic polynomial is of degree
) & we can choose
matrix of
with respect to
standard basis of
to be a Jordan normal
form. Further by given Characteristic polynomial we have
are
only eigenvalues of
. So by theory of Jordan
normal form we known that, size of the largest Jordan block
corresponding to eigenvalue
is
(since the power of
factor corresponding to
in minimal polynomial
has power
) and sum of sizes of
Jordan blocks corresponding to eigenvalue
is
and similarly for
eigenvalue
, the size of largest
Jordan block is
and sum of sizes of
block is
. Further for eigenvalue
we can
choose remaining blocks of size
. Hence we have obtained
simplest JC form(matrix representation of
)from which we can
easily find out definition of
. Hence our first
question of construction of
is completed.
Now by Primary decomposition theorem, the Vector space is direct sum
of eigenspaces of
. Since we know the
matrix representation of
(which is JC form) we
can easily find out eigenspaces of
. Hence the Primary
decomposition of Vector space
is into generalized
eigenspaces.
Now the corresponding projections are obvious because we are projecting on eigenspaces.
The basis in which is in Jordan form is the
standard basis of
as we had already
mentioned earlier.
(Further as you didn't written the which theorem 3 in question I
can just give hint of last part) the last part follows from "the
cyclic subspaces of are the subspaces
corresponding to Jordan blocks.