Basis for the vector space of idempotents

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SUMMARY

The discussion centers on finding a basis for the vector space of all 2x2 idempotent matrices, defined by the property that a matrix A is idempotent if A^2 = A. The vector space of idempotent 2x2 matrices has a dimension of 4, and participants express a desire to identify four specific idempotent matrices without resorting to guessing. The conversation suggests exploring the general form of a 2x2 matrix and applying the idempotent condition to derive the necessary matrices systematically.

PREREQUISITES
  • Understanding of matrix algebra, specifically the properties of idempotent matrices.
  • Familiarity with linear algebra concepts, including vector spaces and dimensions.
  • Knowledge of matrix representation and notation, particularly for 2x2 matrices.
  • Ability to solve polynomial equations related to matrix operations.
NEXT STEPS
  • Research the properties of idempotent matrices in linear algebra.
  • Learn how to derive the characteristic polynomial of a matrix.
  • Explore the concept of eigenvalues and eigenvectors in relation to idempotent matrices.
  • Investigate the relationship between idempotent matrices and projection operators.
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Students and educators in linear algebra, mathematicians focusing on matrix theory, and anyone interested in the properties and applications of idempotent matrices.

yifli
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Homework Statement


A matrix a is idempotent if a^2=a. Find a basis for the vector space of all 2x2 matrices consisting entirely of idempotents

2. The attempt at a solution
the vector space in question is dimension 4, so I need to find 4 idempotent matrices.
but i don't want to find them by 'guessing'. Is there a good way to find them?

Thanks
 
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yifli said:

Homework Statement


A matrix a is idempotent if a^2=a. Find a basis for the vector space of all 2x2 matrices consisting entirely of idempotents

2. The attempt at a solution
the vector space in question is dimension 4, so I need to find 4 idempotent matrices.
but i don't want to find them by 'guessing'. Is there a good way to find them?
I'm guessing that the dimension of the subspace of idempotent 2 x 2 matrices is less than 4.

I would work with the equation A2 = A, and see what I could come up with about a matrix in this space.

It might also be helpful to look at an arbitrary matrix, such as
A = \begin{bmatrix} a & b \\ c & d \end{bmatrix}

Note that in every text I've ever seen, matrices are represented by capital letters; e.g., A, B, C, and so on.
 

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