Math Problem Statement
Select all statements below which are true for all invertible πΓπ matrices π΄ and π΅
A. (π΄+π΄β1)3=π΄3+π΄β3
B. (π΄+π΅)(π΄βπ΅)=π΄2βπ΅2
C. π΄π΅π΄β1=π΅
D. π΄+πΌπ is invertible E. (πΌπ+π΄)(πΌπ+π΄β1)=2πΌπ+π΄+π΄β1
F. π΄4 is invertible
Solution
Let's analyze each statement to determine which ones are true for all invertible matrices and :
A.
This statement is false. Matrix addition and multiplication do not follow simple distribution rules like for scalars. Expanding would not result in . There are cross terms, so this is not true in general.
B.
This statement is false. Matrix multiplication is not commutative, meaning in general. The left-hand side would expand to , and may not equal , so the expression does not simplify to .
C.
This statement is false in general. The result of is not necessarily . In fact, it's a similarity transformation, and it transforms into a conjugate form. Only when commutes with (i.e., ) would this hold true.
D. is invertible
This statement is false in general. The matrix is not necessarily invertible for all invertible matrices . For example, if , then , which is not invertible.
E.
This statement is true. Expanding both sides, we get: Thus, this holds for all invertible matrices .
F. is invertible
This statement is true. If is invertible, then exists. Therefore, is also invertible, since the product of invertible matrices is invertible.
True Statements:
- E.
- F. is invertible
Would you like more details on any of the explanations above?
Follow-up questions:
- Why doesn't matrix multiplication follow commutative rules?
- Can you provide an example where is not invertible?
- What are similarity transformations in matrices?
- What does it mean for a matrix to be invertible?
- How do you prove that a matrix power is invertible?
Tip:
Remember that matrix multiplication is generally not commutativeβi.e., 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
(π΄ + π΄^{-1})^3 β π΄^3 + π΄^{-3}
(π΄ + π΅)(π΄ β π΅) β π΄^2 β π΅^2
π΄π΅π΄^{-1} β π΅
π΄ + πΌπ may or may not be invertible
(πΌπ + π΄)(πΌπ + π΄^{-1}) = 2πΌπ + π΄ + π΄^{-1}
π΄^4 is invertible if π΄ is invertible
Theorems
Properties of Matrix Inverses
Non-Commutativity of Matrix Multiplication
Invertibility of Matrix Products
Suitable Grade Level
Undergraduate Level
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