Math Problem Statement

  1. 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 AA is a square matrix such that A2=AA^2 = A, which means AA is idempotent.

We need to compute (IA)3+A(I - A)^3 + A, where II is the identity matrix.

Step-by-Step Solution:

  1. Expand (IA)3(I - A)^3 using the binomial theorem:

(IA)3=(IA)(IA)(IA)(I - A)^3 = (I - A)(I - A)(I - A)

We can calculate this incrementally:

(IA)2=(IA)(IA)=I22A+A2(I - A)^2 = (I - A)(I - A) = I^2 - 2A + A^2

Since A2=AA^2 = A:

(IA)2=I2A+A=IA(I - A)^2 = I - 2A + A = I - A

Now, multiply by (IA)(I - A) again:

(IA)3=(IA)(IA)2=(IA)(IA)=IA(I - A)^3 = (I - A)(I - A)^2 = (I - A)(I - A) = I - A

Thus:

(IA)3=IA(I - A)^3 = I - A

  1. Now add AA to the expression:

(IA)3+A=(IA)+A(I - A)^3 + A = (I - A) + A

The terms A-A and +A+A cancel out:

(IA)+A=I(I - A) + A = I

Thus, the expression simplifies to II.

Final Answer:

The value of (IA)3+A(I - A)^3 + A is I\boxed{I}.


Would you like further details or have any questions?

Here are five related questions to explore this concept further:

  1. What are the properties of an idempotent matrix?
  2. How does the binomial expansion work for matrix expressions?
  3. Can a matrix be both idempotent and invertible?
  4. What happens if A2=AA^2 = A but AA2A \neq A^2?
  5. How does this result change for non-square matrices?

Tip: In matrix algebra, idempotent matrices simplify many computations due to their property A2=AA^2 = A, 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