Math Problem Statement
תמצא לי את המטגיצה המייצגת של T לפי B
Solution
The problem involves finding the matrix representation of the linear transformation relative to the basis . Let’s break it into steps:
Step 1: Recall the basis and the transformation
The basis is:
The transformation is given as:
Step 2: Represent and as linear combinations of
To find the matrix representation of , we apply to each basis vector and , and express the result in terms of the basis .
Step 2.1: Apply to
Substitute , , (coefficients of in ) into : Simplify:
Now express in terms of : Thus, the coefficients are .
Step 2.2: Apply to
Substitute , , into : Simplify:
Now express in terms of : Thus, the coefficients are .
Step 2.3: Apply to
Substitute , , into : Simplify:
Now express in terms of : Thus, the coefficients are .
Step 3: Construct the matrix representation
The columns of the matrix are the coefficients of relative to :
2 & 1 & -\frac{1}{2} \\ -2 & -3 & \frac{3}{2} \\ 6 & 3 & 0 \end{bmatrix}.$$ Let me know if you would like further clarification or details about any step! 😊 --- ### Follow-up Questions: 1. How do we compute the coefficients of a linear transformation relative to a basis? 2. Why is it important to express the output of $$T$$ in terms of the basis $$B$$? 3. What is the geometric interpretation of the matrix representation of $$T$$? 4. Can we verify the matrix representation by applying it to a vector in $$B$$? 5. How would the matrix change if a different basis were chosen? ### Tip: Always check your basis vectors and verify that they are linearly independent before starting the process!Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Transformations
Basis and Linear Independence
Matrix Representation
Formulas
T(a + bx + cx^2) = 3b + (a + 4c)x + bx^2
Representation of a vector in terms of a basis
Theorems
Theorem: A linear transformation can be uniquely represented by a matrix relative to a basis.
Suitable Grade Level
Undergraduate Linear Algebra
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