Math Problem Statement
- If A is a square matrix such that A2 = A, then (I – A)3 + A is equal to
(a) I
(b) 0
(c) I – A
(d) I + A
Solution
We are given that is a square matrix such that , which means is idempotent.
We need to compute , where is the identity matrix.
Step-by-Step Solution:
- Expand using the binomial theorem:
We can calculate this incrementally:
Since :
Now, multiply by again:
Thus:
- Now add to the expression:
The terms and cancel out:
Thus, the expression simplifies to .
Final Answer:
The value of is .
Would you like further details or have any questions?
Here are five related questions to explore this concept further:
- What are the properties of an idempotent matrix?
- How does the binomial expansion work for matrix expressions?
- Can a matrix be both idempotent and invertible?
- What happens if but ?
- How does this result change for non-square matrices?
Tip: In matrix algebra, idempotent matrices simplify many computations due to their property , which helps reduce higher powers of the matrix to simpler forms.
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Math Problem Analysis
Mathematical Concepts
Matrix Algebra
Idempotent Matrices
Matrix Powers
Identity Matrix
Formulas
(I - A)^3 = I - A
A^2 = A (Idempotent matrix property)
Theorems
Properties of Idempotent Matrices
Binomial Expansion for Matrices
Suitable Grade Level
College Level / Advanced High School