Question
For a matrix , let trace denote the sum of all the diagonal elements of . Let be a matrix such that and trace . If , then the value of trace equals :
Options
Solution
Key Concepts and Formulas
This problem requires the application of fundamental properties of determinants, traces, and adjoints of matrices, especially for scalar multiplication and nested adjoint operations. For an matrix :
- Determinant of a scalar multiple: If is a scalar, then .
- Trace of a scalar multiple: If is a scalar, then .
- Adjoint of an adjoint matrix: For an invertible matrix , . For a matrix (), this identity simplifies to .
Step-by-Step Solution
We are given that is a matrix (so ), , and . We need to find the value of , where .
Step 1: Simplify the expression for matrix . Our primary goal is to simplify the complex expression for into a more manageable form, ideally as a scalar multiple of . We are given . Let . Since is a matrix, is also a matrix. Using the key identity for the adjoint of an adjoint of a matrix, : Explanation: This is a crucial simplification step. The identity for nested adjoints directly transforms the expression involving two adjoint operations into a simpler form involving only the determinant of the inner matrix and the inner matrix itself.
Step 2: Calculate the determinant of . Before we can fully simplify , we need to find the value of . We know and is a matrix (). Using the property with and : Explanation: The determinant of a scalar multiple of a matrix scales by the scalar raised to the power of the matrix's dimension. Here, the scalar is 2 and the dimension is 3, so .
Step 3: Express in terms of . Now, substitute the calculated value of back into the simplified expression for from Step 1: Explanation: We have successfully simplified to a scalar multiple of . This makes calculating and straightforward, as we already know and .
Step 4: Calculate the determinant of . We need to find . Since , and is a matrix: Using the property with and : We are given . Explanation: Similar to Step 2, the determinant of involves because is a matrix.
Step 5: Calculate the trace of . Next, we need to find . Since : Using the property with : We are given . Explanation: The trace operator is linear. This means that the trace of a scalar multiple of a matrix is simply the scalar multiplied by the trace of the matrix.
Step 6: Compute the final value of . Finally, we sum the calculated values from Step 4 and Step 5: Explanation: This is the final required computation as per the question.
Common Mistakes & Tips
- Dimension dependence: Always pay close attention to the dimension of the matrix, especially when dealing with determinants of scalar multiples () and adjoint properties. For a matrix, .
- Adjoint identity: The formula is critical. Ensure you use the correct power for . For , it simplifies to .
- Trace vs. Determinant properties: Remember that while , the determinant property is . Do not confuse these.
Summary
This problem effectively tests your understanding and application of fundamental matrix properties. The key to solving it was to first simplify the expression for matrix using the identity for nested adjoints, which transformed into . Subsequent steps involved calculating using the scalar multiple property of determinants, which led to . Finally, and were calculated using the respective scalar multiple properties, and their sum yielded the final answer.
The final answer is , which corresponds to option (D).