Show that Q is an idempotent matrix

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In summary, a square matrix P is called an idempotent if P^2 = P. It can be shown that if P is an idempotent, then so is Q = (P + AP - PAP) for any square matrix A of the same size as P. This can be proven by squaring Q and simplifying the resulting terms, ultimately leading back to the same form as Q.
  • #1
Incognitopad
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Homework Statement



A square matrix P is called an idempotent if P^2 = P,

Show that if P is an idempotent, so is Q = (P + AP - PAP) for any square matrix A (of the
same size as P).

Homework Equations


The Attempt at a Solution



basically I factor,

Q = (I + (I - P) A) P

then I square it and try to get back to the original,... and end up with

Q^2 = (I + (I - P - P + P^2) A^2) P^2
= (I + (I -2P + P) A^2) P
= (I + (I - P) A^2) P
= (I + AA - PAA) P
= P + AAP - PAAP

how do i get rid of the AA (A^2) ..?
 
Last edited:
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  • #2
Incognitopad said:

Homework Statement



A square matrix P is called an idempotent if P^2 = P,

Show that if P is an idempotent, so is Q = (P + AP PAP) for any square matrix A (of the
same size as P).
From your work below, you have apparently omitted a minus sign. The above should be:
Q = (P + AP - PAP)

Please confirm.
Incognitopad said:

Homework Equations


The Attempt at a Solution



basically I factor,

Q = (I + (I - P) A) P
I'm not sure that it's helpful to write Q in this form. Why not just multiply P + AP - PAP by itself?
Incognitopad said:
then I square it and try to get back to the original,... and end up with

Q^2 = (I + (I - P - P + P^2) A^2) P^2
= (I + (I -2P + P) A^2) P
= (I + (I - P) A^2) P
= (I + AA - PAA) P
= P + AAP - PAAP

how do i get rid of the AA (A^2) ..?
 
Last edited:
  • #3
Incognitopad said:
Q = (I + (I - P) A) P
Q^2 = (I + (I - P - P + P^2) A^2) P^2
Try that again, this time bearing in mind that matrix multiplication is not, in general, commutative.
 
  • #4
Uhhh... ah..

Q^2 = ((I + (I - P) A) P) * ((I + (I - P) A) P)
= Ok, I'm just going to leave it expanded. Too complicated this way

= (P + AP - PAP)^2
= (PP + PAP - PPAP + APP + APAP - APPAP - PAPP - PAPAP + PAPPAP)
= (P + PAP - PAP + AP + APAP - APAP - PAP - PAPAP + PAPAP)
= (P + AP - PAP)
wow, that was easy. LOL.
 
  • #5
Incognitopad said:
= (P + AP - PAP)^2
= (PP + PAP - PPAP + APP + APAP - APPAP - PAPP - PAPAP + PAPPAP)
= (P + PAP - PAP + AP + APAP - APAP - PAP - PAPAP + PAPAP)
= (P + AP - PAP)
wow, that was easy. LOL.

I rest my case.:approve:
 

FAQ: Show that Q is an idempotent matrix

What does it mean for a matrix to be idempotent?

Idempotent matrices are square matrices that, when multiplied by themselves, result in the same matrix. In other words, multiplying an idempotent matrix by itself once or multiple times will not change the matrix.

How can I show that a matrix Q is idempotent?

To show that a matrix Q is idempotent, you can multiply it by itself and check if the resulting matrix is equal to Q. Another way is to find the eigenvalues of Q and see if they are only 0 or 1.

What are the properties of an idempotent matrix?

Some properties of an idempotent matrix include: it is a square matrix, it has eigenvalues of only 0 or 1, it is symmetric, and it is its own inverse.

Can a non-square matrix be idempotent?

No, a non-square matrix cannot be idempotent. Idempotent matrices are only defined for square matrices.

What are some real-world applications of idempotent matrices?

Idempotent matrices have many real-world applications, including in computer graphics and image processing, control systems in engineering, and optimization problems in economics and finance.

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