Question
If P = \left[ {\matrix{ {{{\sqrt 3 } \over 2}} & {{1 \over 2}} \cr { - {1 \over 2}} & {{{\sqrt 3 } \over 2}} \cr } } \right],A = \left[ {\matrix{ 1 & 1 \cr 0 & 1 \cr } } \right]\,\,\, Q = PAP T , then P T Q 2015 P is :
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Solution
Here's a detailed and educational rewrite of the solution:
Understanding the Matrices and Key Properties
The problem involves matrix operations, specifically powers of matrices and similarity transformations. Let's first analyze the given matrices:
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Matrix P: P = \left[ {\matrix{ {{{\sqrt 3 } \over 2}} & {{1 \over 2}} \cr { - {1 \over 2}} & {{{\sqrt 3 } \over 2}} \cr } } \right] We can recognize this matrix as a rotation matrix. A general 2D rotation matrix for a counter-clockwise rotation by an angle is given by R(\theta) = \left[ {\matrix{ {\cos \theta} & {-\sin \theta} \cr {\sin \theta} & {\cos \theta} \cr } } \right]. However, our matrix is of the form \left[ {\matrix{ {\cos \theta} & {\sin \theta} \cr {-\sin \theta} & {\cos \theta} \cr } } \right]. Comparing the elements: and . This corresponds to or radians. So, represents a rotation matrix. An important property of rotation matrices is that they are orthogonal matrices. For an orthogonal matrix, its transpose is equal to its inverse, i.e., . This implies that , where is the identity matrix.
Let's find : P^T = \left[ {\matrix{ {{{\sqrt 3 } \over 2}} & { - {1 \over 2}} \cr {{1 \over 2}} & {{{\sqrt 3 } \over 2}} \cr } } \right] Now, let's verify : P P^T = \left[ {\matrix{ {{{\sqrt 3 } \over 2}} & {{1 \over 2}} \cr { - {1 \over 2}} & {{{\sqrt 3 } \over 2}} \cr } } \right] \left[ {\matrix{ {{{\sqrt 3 } \over 2}} & { - {1 \over 2}} \cr {{1 \over 2}} & {{{\sqrt 3 } \over 2}} \cr } } \right] = \left[ {\matrix{ {{{\left( {{{\sqrt 3 } \over 2}} \right)}^2} + {{\left( {{1 \over 2}} \right)}^2}} & {{{\sqrt 3 } \over 2}\left( { - {1 \over 2}} \right) + {1 \over 2}\left( {{{\sqrt 3 } \over 2}} \right)} \cr { - {1 \over 2}\left( {{{\sqrt 3 } \over 2}} \right) + {{\sqrt 3 } \over 2}\left( {{1 \over 2}} \right)} & {{{\left( { - {1 \over 2}} \right)}^2} + {{\left( {{{\sqrt 3 } \over 2}} \right)}^2}} \cr } } \right] = \left[ {\matrix{ {{3 \over 4} + {1 \over 4}} & {{ - \sqrt 3 } \over 4} + {{\sqrt 3 } \over 4}} \cr {{ - \sqrt 3 } \over 4} + {{\sqrt 3 } \over 4}} & {{1 \over 4} + {3 \over 4}} \cr } } \right] = \left[ {\matrix{ 1 & 0 \cr 0 & 1 \cr } } \right] = I Similarly, . This property is crucial for simplifying the expression.
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Matrix A: A = \left[ {\matrix{ 1 & 1 \cr 0 & 1 \cr } } \right] This is an upper triangular matrix with 1s on the diagonal. We will need to find its powers later.
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Matrix Q: This form is known as a similarity transformation. It essentially transforms matrix into a new basis defined by .
Simplifying the Expression
Our goal is to evaluate . Let's substitute the definition of and use the property .
The expression is . We can expand as (2015 times). Let's look at the structure: .
A common trick for such expressions is to analyze . . Since , we have: .
Similarly, .
By induction, we can generalize this pattern: This identity is very powerful and simplifies the problem significantly.
Now, we can apply this identity for : Substitute this back into the expression we want to evaluate: Now, we can use the associative property of matrix multiplication and the identity :