Math Problem Statement
Solution
Let's analyze each statement given the transformations induced by the matrix and induced by the matrix .
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Statement 1: is , is , and .
- If is the composition of and , then . Since is represented by matrix and by matrix , the composition should correspond to applying first (via matrix ) and then applying (via matrix ).
- For the dimensions to match, should be , not , because maps . Similarly, should be , not , because maps .
- Therefore, this statement is false.
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Statement 2: .
- This is equivalent to saying that the composition can be represented by applying first (resulting in ) and then applying (resulting in ).
- This is a correct representation of the composition , so this statement is true.
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Statement 3: is determined by applying first, followed by .
- This statement is incorrect because, in the composition , the function is applied first, followed by . Thus, this statement is false.
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Statement 4: .
- This is the correct definition of the composition , which states that we apply to first and then apply to the result. Thus, this statement is true.
Summary of True/False Statements:
- Statement 1: False
- Statement 2: True
- Statement 3: False
- Statement 4: True
Would you like a more detailed explanation of any of these steps?
Here are five related questions to explore further:
- What are the requirements for two matrices to be multiplied in terms of their dimensions?
- How do compositions of linear transformations correspond to matrix multiplication?
- Why is the order of matrix multiplication important in compositions of linear transformations?
- What are some common mistakes to avoid when interpreting compositions of transformations?
- How can we represent more complex compositions of transformations in matrix form?
Tip: Always verify the dimensions of matrices when performing matrix multiplications or compositions of transformations to ensure compatibility.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Multiplication
Linear Transformations
Function Composition
Formulas
Composition of functions: (S ∘ T)(x) = S(T(x))
Matrix multiplication for compositions
Theorems
Matrix compatibility for multiplication
Properties of function composition
Suitable Grade Level
Undergraduate
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