Is P = P² the definition of a projection operator?

  • Thread starter Stephan Hoyer
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In summary, the conversation is discussing how to prove that V = null P \oplus range P when P is an operator on V and P^2=P. The conclusion can be easily reached if P is a projection operator, but the question is how to prove that P must be a projection operator. It is mentioned that not all projections have the same form, using an example in R².
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Stephan Hoyer
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  • #2
Here's the question I'm stuck in on my latest problem set:

Suppose P is an operator on V and [itex]P^2=P[/itex]. Prove that [itex]V = null P \oplus range P[/itex].

I'm pretty sure that P is simply the projection operator (consisting of the identity matrix replacing some 1's with 0's), in which case the conclusion follows easilly. But I've been looking at this one for a while and I can't see how I can prove that P must be the projection operator.

Thanks for your help.
 
  • #3
I'm pretty sure that P is simply the projection operator (consisting of the identity matrix replacing some 1's with 0's), in which case the conclusion follows easilly.
If I recall correctly, P² = P is the definition of a projection operator!

Not all projections have the form you gave: for example, consider in R² the orthogonal projection onto the line y = x given by [x, y] -> (1/2)[x+y, x+y]
 

FAQ: Is P = P² the definition of a projection operator?

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