Decompose Involutory Matrix into Difference of Two Idempotents

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SUMMARY

The discussion centers on proving that every involutory matrix can be expressed as a difference of two idempotents. An involutory matrix, defined by the property that ##A^2 = I##, can be decomposed using the formula ##A=\frac{1}{2}(I+A)-\frac{1}{2}(I-A)##. The challenge lies in demonstrating that both matrices ##\frac{1}{2}(I+A)## and ##\frac{1}{2}(I-A)## are idempotent, satisfying the condition ##B^2 = B## for idempotents.

PREREQUISITES
  • Understanding of involutory matrices and their properties.
  • Knowledge of idempotent matrices and the definition of idempotency.
  • Familiarity with matrix operations, including addition and multiplication.
  • Basic linear algebra concepts, particularly regarding matrix equations.
NEXT STEPS
  • Prove that ##\frac{1}{2}(I+A)## is an idempotent matrix by showing ##\left(\frac{1}{2}(I+A)\right)^2 = \frac{1}{2}(I+A)##.
  • Prove that ##\frac{1}{2}(I-A)## is an idempotent matrix by showing ##\left(\frac{1}{2}(I-A)\right)^2 = \frac{1}{2}(I-A)##.
  • Explore the implications of the decomposition of involutory matrices in linear transformations.
  • Study the relationship between involutory and idempotent matrices in the context of functional analysis.
USEFUL FOR

Mathematicians, students of linear algebra, and anyone interested in matrix theory and its applications in various fields.

christang_1023
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Homework Statement
A square matrix ##A## is said to be
• an involutory matrix if ##A^2 = I##,
• an idempotent if ##A^2 = A##.
Show that every involutory matrix can be expressed as a difference of two idempotents.
Relevant Equations
The involutory matrix can be decomposed to ##A=\frac{1}{2}(I+A)-\frac{1}{2}(I-A)##
I feel confused about proving the two terms are idempotents.
 
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christang_1023 said:
Homework Statement: A square matrix ##A## is said to be
• an involutory matrix if ##A^2 = I##,
• an idempotent if ##A^2 = A##.
Show that every involutory matrix can be expressed as a difference of two idempotents.
Homework Equations: The involutory matrix can be decomposed to ##A=\frac{1}{2}(I+A)-\frac{1}{2}(I-A)##

I feel confused about proving the two terms are idempotents.
You're given an involutory matrix A, which means that ##A^2 = I##. Clearly A can be decomposed into ##\frac{1}{2}(I+A)-\frac{1}{2}(I-A)##.

Look at each of the matrices ##\frac{1}{2}(I+A)## and ##\frac{1}{2}(I-A)## and show that each of them is an idempotent matrix.
 

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