Determinant and Null Space of Commuting Matrices Relation
Suppose and are two matrices satisfying . Furthermore, suppose and . Then
Options
determinant of is
there exists a non-zero matrix such that is the zero matrix
determinant of
for any matrix , if equals the zero matrix, then must be the zero matrix
Topics & Concepts
Step-by-Step Solution
To determine the correct statements, we analyze the given matrix equations step-by-step:
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Commutativity of Matrices: Given that and are matrices with , it follows that commutes with any power of , including :
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Factorization using Commutativity: Given , we can write: Since and commute, the difference of squares can be factored as:
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Existence of a Non-Zero Matrix : Consider the matrix . Since it is given that , we have: Now, evaluate the product : Using the fact that : Thus, there exists a non-zero matrix such that: Therefore, Option (B) is correct, and Option (D) is incorrect.
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Determinant of : If the matrix were invertible, we could multiply both sides of by to get: This contradicts the fact that .
Therefore, must be a singular matrix, which means: Therefore, Option (A) is correct, and Option (C) is incorrect.
Correct Options: (A) and (B)