Math Problem Statement
Let A and B be real invertible matrices such that AB = −BA. Then
Question 1Answer
a. Trace(A) =Trace(B) = 1
b. Trace(A) = 1, Trace(B) = 0
c. Trace(A) =Trace(B) = 0
d. Trace(A) = 0, Trace(B) = 1
Solution
Given that and are real invertible matrices such that , we want to find the correct relationship between their traces.
Analyzing the Property
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Trace of a Matrix: The trace of a matrix , denoted as , is the sum of its diagonal elements. A useful property of the trace function is that for any two matrices and ,
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Applying the Trace to the Given Equation: Given , we can take the trace of both sides:
Using the property of the trace, we have:
Since , this gives:
This implies:
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Conclusion on Traces of and : Since and both and are invertible, and must be matrices with specific properties. In particular, if they are real matrices and satisfy the anti-commutation relation , their traces must satisfy:
This is because the trace of a product of such matrices will always yield zero. Thus, both matrices have to be traceless.
Correct Answer:
The correct answer is:
c. .
Would you like more details or have any questions? Here are 5 related questions that could further enhance understanding:
- Why is the trace of a product of matrices invariant under cyclic permutations?
- Can you provide an example of two matrices and such that and both have a trace of zero?
- What are the implications of a matrix being traceless in terms of its eigenvalues?
- How does the property influence the determinant of the matrices and ?
- Are there any geometric interpretations for matrices that satisfy ?
Tip: When dealing with matrix equations, always consider fundamental properties like trace, determinant, and rank for insight.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Theory
Trace of a Matrix
Matrix Invertibility
Formulas
Tr(XY) = Tr(YX)
AB = -BA implies Tr(AB) = 0
Theorems
Cyclic Property of Trace
Properties of Anti-Commutative Matrices
Suitable Grade Level
College Level (Linear Algebra)
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