Question
Let and A = \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right]. If B = A + A 4 , then det (B) :
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Solution
Here's a detailed and educational solution to the problem:
Understanding the Key Concepts
The problem involves a special type of matrix known as a rotation matrix. A matrix of the form R(\theta) = \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right] represents a counter-clockwise rotation by an angle in a 2D plane.
A crucial property of rotation matrices is that if , then . This means applying a rotation by n times is equivalent to a single rotation by .
We will also use the determinant formula for a matrix: for , . Finally, several trigonometric identities will be essential:
- The standard value of .
Step-by-Step Solution
Step 1: Identify Matrix A as a Rotation Matrix and find its general power .
The given matrix is: A = \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right] This matrix is precisely a rotation matrix, , representing a rotation by an angle .
Let's compute to see the pattern: A^2 = A \cdot A = \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right] \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right] A^2 = \left[ {\matrix{ {\cos^2 \theta - \sin^2 \theta } & {\cos \theta \sin \theta + \sin \theta \cos \theta } \cr { - \sin \theta \cos \theta - \cos \theta \sin \theta } & { - \sin^2 \theta + \cos^2 \theta } \cr } } \right] Using the double angle formulas ( and ): A^2 = \left[ {\matrix{ {\cos 2\theta } & {\sin 2\theta } \cr { - \sin 2\theta } & {\cos 2\theta } \cr } } \right] This confirms the property for . By repeatedly applying this multiplication (or more formally, by mathematical induction), we can generalize this to any positive integer : A^n = \left[ {\matrix{ {\cos n\theta } & {\sin n\theta } \cr { - \sin n\theta } & {\cos n\theta } \cr } } \right] Tip: Recognizing this specific matrix form as a rotation matrix is key to solving many problems efficiently. If you don't recognize it, you'd have to perform matrix multiplication repeatedly, which is prone to errors and time-consuming.
Step 2: Calculate .
Using the general formula for with : A^4 = \left[ {\matrix{ {\cos 4\theta } & {\sin 4\theta } \cr { - \sin 4\theta } & {\cos 4\theta } \cr } } \right]
Step 3: Calculate Matrix B.
The problem defines . We perform element-wise matrix addition: B = \left[ {\matrix{ {\cos \theta } & {\sin \theta } \cr { - \sin \theta } & {\cos \theta } \cr } } \right] + \left[ {\matrix{ {\cos 4\theta } & {\sin 4\theta } \cr { - \sin 4\theta } & {\cos 4\theta } \cr } } \right] B = \left[ {\matrix{ {\cos \theta + \cos 4\theta } & {\sin \theta + \sin 4\theta } \cr { - \sin \theta - \sin 4\theta } & {\cos \theta + \cos 4\theta } \cr } } \right] B = \left[ {\matrix{ {\cos 4\theta + \cos \theta } & {\sin 4\theta + \sin \theta } \cr { - (\sin 4\theta + \sin \theta) } & {\cos 4\theta + \cos \theta } \cr } } \right]
Step 4: Calculate .
For a matrix , . Here, , , , and . Expand the squares: Rearrange terms and group them to use trigonometric identities: Using the identity : Using the compound angle identity : Tip: Be careful with signs when applying the determinant formula, especially when elements are negative. Also, always look for opportunities to simplify using fundamental trigonometric identities.
Step 5: Substitute the value of and evaluate the trigonometric term.
Given . Substitute this into the expression for : Now, we need to evaluate . We know that is . We can use the identity : Alternatively, we can use : The value of is a standard result that should be memorized or derived: Therefore, Substitute this back into the determinant expression: To simplify, find a common denominator: **Common Mistake