# Answer on Linear Algebra Question for mvega@mail.sfsu.edu

Question #24412

1. (2 Points) Explain clearly why the solution to the homogeneous system Ax = 0 with a nonsingular

coecient matrix is x = 0.

2. (2 Points) Under what conditions does a diagonal matrix D = diag(d1,d2,.....,dn) have an inverse

D^-1? What is the inverse D^-1 when these conditions are met? Justify your answers.

3. (3 Points) Let A be an mxn matrix and B be an nxm matrix where m > n. Show that the nxn matrix AB is not invertible.

coecient matrix is x = 0.

2. (2 Points) Under what conditions does a diagonal matrix D = diag(d1,d2,.....,dn) have an inverse

D^-1? What is the inverse D^-1 when these conditions are met? Justify your answers.

3. (3 Points) Let A be an mxn matrix and B be an nxm matrix where m > n. Show that the nxn matrix AB is not invertible.

Expert's answer

1.

If A is nonsingular then detA <>0 and there is A^(-1). So x=A^(-1)0=0

2.

If there is some F that DF=FD=I then F have to be too diagonal and

F = diag(f1,f2,.....,fn).

Then we have that f_i * d_i = 1.

So, D is invertible iff each d_i is invertible, and then

D^(-1)=diag{d1^(-1), ... , dn^(-1)}.

3.

It is well known that if a is m by n matrix then rank(A) <= min{m,n}.

In our case we have that rank(A)<=n, rank(B)<=n, also for any matrices we

know that rank(AB)<=min{rank(A),rank(B)}.

We have that AB will be m by m matrix and thus it will be invertible iff

det(AB)<>0 iff rank(AB)=m, but

rank(AB)<=min{rank(A),rank(B)}<=n<m

so, AB is not invertible.

If A is nonsingular then detA <>0 and there is A^(-1). So x=A^(-1)0=0

2.

If there is some F that DF=FD=I then F have to be too diagonal and

F = diag(f1,f2,.....,fn).

Then we have that f_i * d_i = 1.

So, D is invertible iff each d_i is invertible, and then

D^(-1)=diag{d1^(-1), ... , dn^(-1)}.

3.

It is well known that if a is m by n matrix then rank(A) <= min{m,n}.

In our case we have that rank(A)<=n, rank(B)<=n, also for any matrices we

know that rank(AB)<=min{rank(A),rank(B)}.

We have that AB will be m by m matrix and thus it will be invertible iff

det(AB)<>0 iff rank(AB)=m, but

rank(AB)<=min{rank(A),rank(B)}<=n<m

so, AB is not invertible.

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