Question
Let X = \left[ {\matrix{ 0 & 1 & 0 \cr 0 & 0 & 1 \cr 0 & 0 & 0 \cr } } \right],\,Y = \alpha I + \beta X + \gamma {X^2} and , , , R. If {Y^{ - 1}} = \left[ {\matrix{ {{1 \over 5}} & {{{ - 2} \over 5}} & {{1 \over 5}} \cr 0 & {{1 \over 5}} & {{{ - 2} \over 5}} \cr 0 & 0 & {{1 \over 5}} \cr } } \right], then ( + ) 2 is equal to ____________.
Answer: 0
Solution
1. Key Concepts and Formulas
- Definition of an Inverse Matrix: For any square matrix , its inverse, denoted as , satisfies the property: where is the identity matrix of the same dimension. For a matrix, the identity matrix is: I = \left[ {\matrix{ 1 & 0 & 0 \cr 0 & 1 & 0 \cr 0 & 0 & 1 \cr } } \right]
- Matrix Scalar Multiplication and Addition: To multiply a matrix by a scalar, multiply each element by the scalar. To add matrices, add their corresponding elements.
- Matrix Multiplication: The element in the -th row and -th column of the product of two matrices and (i.e., ) is obtained by taking the dot product of the -th row of and the -th column of .
2. Step-by-Step Solution
Step 1: Calculate Powers of Matrix and Construct Matrix
We are given the matrix : X = \left[ {\matrix{ 0 & 1 & 0 \cr 0 & 0 & 1 \cr 0 & 0 & 0 \cr } } \right] We need to calculate as it is a component of matrix . {X^2} = X \cdot X = \left[ {\matrix{ 0 & 1 & 0 \cr 0 & 0 & 1 \cr 0 & 0 & 0 \cr } } \right] \left[ {\matrix{ 0 & 1 & 0 \cr 0 & 0 & 1 \cr 0 & 0 & 0 \cr } } \right] = \left[ {\matrix{ 0 & 0 & 1 \cr 0 & 0 & 0 \cr 0 & 0 & 0 \cr } } \right] Note: It's useful to observe that (the null matrix), indicating is a nilpotent matrix of order 3. This property simplifies higher powers of .
Next, we construct matrix using the given expression . Y = \alpha \left[ {\matrix{ 1 & 0 & 0 \cr 0 & 1 & 0 \cr 0 & 0 & 1 \cr } } \right] + \beta \left[ {\matrix{ 0 & 1 & 0 \cr 0 & 0 & 1 \cr 0 & 0 & 0 \cr } } \right] + \gamma \left[ {\matrix{ 0 & 0 & 1 \cr 0 & 0 & 0 \cr 0 & 0 & 0 \cr } } \right] Performing scalar multiplication and matrix addition: Y = \left[ {\matrix{ \alpha & 0 & 0 \cr 0 & \alpha & 0 \cr 0 & 0 & \alpha \cr } } \right] + \left[ {\matrix{ 0 & \beta & 0 \cr 0 & 0 & \beta \cr 0 & 0 & 0 \cr } } \right] + \left[ {\matrix{ 0 & 0 & \gamma \cr 0 & 0 & 0 \cr 0 & 0 & 0 \cr } } \right] = \left[ {\matrix{ \alpha & \beta & \gamma \cr 0 & \alpha & \beta \cr 0 & 0 & \alpha \cr } } \right]
Step 2: Apply the Inverse Matrix Definition ()
We are given the matrix : {Y^{ - 1}} = \left[ {\matrix{ {{1 \over 5}} & {{{ - 2} \over 5}} & {{1 \over 5}} \cr 0 & {{1 \over 5}} & {{{ - 2} \over 5}} \cr 0 & 0 & {{1 \over 5}} \cr } } \right] Now, we perform the matrix multiplication and equate the resulting matrix to the identity matrix : \left[ {\matrix{ \alpha & \beta & \gamma \cr 0 & \alpha & \beta \cr 0 & 0 & \alpha \cr } } \right] \left[ {\matrix{ {{1 \over 5}} & {{{ - 2} \over 5}} & {{1 \over 5}} \cr 0 & {{1 \over 5}} & {{{ - 2} \over 5}} \cr 0 & 0 & {{1 \over 5}} \cr } } \right] = \left[ {\matrix{ 1 & 0 & 0 \cr 0 & 1 & 0 \cr 0 & 0 & 1 \cr } } \right] Let's compute the elements of the product matrix:
- element:
- element:
- element:
- element:
- element:
- element:
- element:
- element:
- element:
So, the product matrix is: \left[ {\matrix{ {\alpha \over 5} & {{-2\alpha + \beta} \over 5} & {{\alpha - 2\beta + \gamma} \over 5} \cr 0 & {\alpha \over 5} & {{-2\alpha + \beta} \over 5} \cr 0 & 0 & {\alpha \over 5} \cr } } \right]
Step 3: Form and Solve a System of Equations
Equating the elements of the product matrix to the corresponding elements of the identity matrix :
- From the element (or or ):
- From the element (or ): Substitute :
- From the element: Substitute and : Thus, we have found the values of the parameters: , , and .
Step 4: Calculate the Final Expression
The problem asks for the value of . Substitute the values of , , and :
3. Common Mistakes & Tips
- Matrix Multiplication Accuracy: Matrix multiplication is a common source of errors. Always double-check each element calculation.
- Order of Operations: Remember that matrix multiplication is not commutative ( in general). However, the definition is specific.
- Identity Matrix: Be familiar with the structure of the identity matrix for different dimensions.
- Distractors: The matrix was provided in the problem statement but was not required for finding , , or the final expression. Focus on the information directly relevant to the question asked.
4. Summary
This problem tests the fundamental definition of a matrix inverse and proficiency in matrix algebra. By first constructing the matrix based on the given parameters and matrix , and then utilizing the property , we formed a system of linear equations. Solving this system yielded the values , , and . Substituting these values into the required expression gives .
The final answer is .