Math Problem Statement

Select all statements below which are true for all invertible 𝑛×𝑛 matrices 𝐴 and 𝐡

A. (𝐴+π΄βˆ’1)3=𝐴3+π΄βˆ’3

B. (𝐴+𝐡)(π΄βˆ’π΅)=𝐴2βˆ’π΅2

C. π΄π΅π΄βˆ’1=𝐡

D. 𝐴+𝐼𝑛 is invertible E. (𝐼𝑛+𝐴)(𝐼𝑛+π΄βˆ’1)=2𝐼𝑛+𝐴+π΄βˆ’1

F. 𝐴4 is invertible

Solution

Let's analyze each statement to determine which ones are true for all invertible nΓ—nn \times n matrices AA and BB:

A. (A+Aβˆ’1)3=A3+Aβˆ’3(A + A^{-1})^3 = A^3 + A^{-3}

This statement is false. Matrix addition and multiplication do not follow simple distribution rules like for scalars. Expanding (A+Aβˆ’1)3(A + A^{-1})^3 would not result in A3+Aβˆ’3A^3 + A^{-3}. There are cross terms, so this is not true in general.

B. (A+B)(Aβˆ’B)=A2βˆ’B2(A + B)(A - B) = A^2 - B^2

This statement is false. Matrix multiplication is not commutative, meaning ABβ‰ BAAB \neq BA in general. The left-hand side would expand to A2βˆ’AB+BAβˆ’B2A^2 - AB + BA - B^2, and ABAB may not equal BABA, so the expression does not simplify to A2βˆ’B2A^2 - B^2.

C. ABAβˆ’1=BA B A^{-1} = B

This statement is false in general. The result of ABAβˆ’1A B A^{-1} is not necessarily BB. In fact, it's a similarity transformation, and it transforms BB into a conjugate form. Only when BB commutes with AA (i.e., AB=BAAB = BA) would this hold true.

D. A+InA + I_n is invertible

This statement is false in general. The matrix A+InA + I_n is not necessarily invertible for all invertible matrices AA. For example, if A=βˆ’InA = -I_n, then A+In=0A + I_n = 0, which is not invertible.

E. (In+A)(In+Aβˆ’1)=2In+A+Aβˆ’1(I_n + A)(I_n + A^{-1}) = 2I_n + A + A^{-1}

This statement is true. Expanding both sides, we get: (In+A)(In+Aβˆ’1)=In+A+Aβˆ’1+In=2In+A+Aβˆ’1(I_n + A)(I_n + A^{-1}) = I_n + A + A^{-1} + I_n = 2I_n + A + A^{-1} Thus, this holds for all invertible matrices AA.

F. A4A^4 is invertible

This statement is true. If AA is invertible, then Aβˆ’1A^{-1} exists. Therefore, A4=Aβ‹…Aβ‹…Aβ‹…AA^4 = A \cdot A \cdot A \cdot A is also invertible, since the product of invertible matrices is invertible.

True Statements:

  • E. (In+A)(In+Aβˆ’1)=2In+A+Aβˆ’1(I_n + A)(I_n + A^{-1}) = 2I_n + A + A^{-1}
  • F. A4A^4 is invertible

Would you like more details on any of the explanations above?


Follow-up questions:

  1. Why doesn't matrix multiplication follow commutative rules?
  2. Can you provide an example where A+InA + I_n is not invertible?
  3. What are similarity transformations in matrices?
  4. What does it mean for a matrix to be invertible?
  5. How do you prove that a matrix power AnA^n is invertible?

Tip:

Remember that matrix multiplication is generally not commutative—i.e., AB≠BAAB \neq BA in most cases.

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Invertibility of Matrices
Matrix Multiplication
Matrix Inverses
Commutativity in Matrices

Formulas

(𝐴 + 𝐴^{-1})^3 β‰  𝐴^3 + 𝐴^{-3}
(𝐴 + 𝐡)(𝐴 βˆ’ 𝐡) β‰  𝐴^2 βˆ’ 𝐡^2
𝐴𝐡𝐴^{-1} β‰  𝐡
𝐴 + 𝐼𝑛 may or may not be invertible
(𝐼𝑛 + 𝐴)(𝐼𝑛 + 𝐴^{-1}) = 2𝐼𝑛 + 𝐴 + 𝐴^{-1}
𝐴^4 is invertible if 𝐴 is invertible

Theorems

Properties of Matrix Inverses
Non-Commutativity of Matrix Multiplication
Invertibility of Matrix Products

Suitable Grade Level

Undergraduate Level