Math Problem Statement

תמצא לי את המטגיצה המייצגת של T לפי B

תמצא לי את המטגיצה המייצגת של T לפי B

Solution

The problem involves finding the matrix representation of the linear transformation TT relative to the basis B={b1(x),b2(x),b3(x)}B = \{ b_1(x), b_2(x), b_3(x) \}. Let’s break it into steps:

Step 1: Recall the basis and the transformation

The basis is: B={b1(x)=x2+2x4,  b2(x)=x2,  b3(x)=1}.B = \{ b_1(x) = x^2 + 2x - 4, \; b_2(x) = x - 2, \; b_3(x) = 1 \}.

The transformation is given as: T(a+bx+cx2)=3b+(a+4c)x+bx2.T(a + bx + cx^2) = 3b + (a + 4c)x + bx^2.

Step 2: Represent T(b1(x)),T(b2(x)),T(b_1(x)), T(b_2(x)), and T(b3(x))T(b_3(x)) as linear combinations of b1(x),b2(x),b3(x)b_1(x), b_2(x), b_3(x)

To find the matrix representation of TT, we apply TT to each basis vector b1(x),b2(x),b_1(x), b_2(x), and b3(x)b_3(x), and express the result in terms of the basis BB.

Step 2.1: Apply TT to b1(x)=x2+2x4b_1(x) = x^2 + 2x - 4

Substitute a=4a = -4, b=2b = 2, c=1c = 1 (coefficients of 1,x,x21, x, x^2 in b1(x)b_1(x)) into T(a+bx+cx2)T(a + bx + cx^2): T(b1(x))=T(4+2x+1x2)=3(2)+(4+4(1))x+2x2.T(b_1(x)) = T(-4 + 2x + 1x^2) = 3(2) + (-4 + 4(1))x + 2x^2. Simplify: T(b1(x))=6+(4+4)x+2x2=6+2x2.T(b_1(x)) = 6 + (-4 + 4)x + 2x^2 = 6 + 2x^2.

Now express T(b1(x))=6+2x2T(b_1(x)) = 6 + 2x^2 in terms of BB: 6+2x2=2b1(x)2b2(x)+6b3(x).6 + 2x^2 = 2b_1(x) - 2b_2(x) + 6b_3(x). Thus, the coefficients are [2,2,6][2, -2, 6].

Step 2.2: Apply TT to b2(x)=x2b_2(x) = x - 2

Substitute a=2a = -2, b=1b = 1, c=0c = 0 into T(a+bx+cx2)T(a + bx + cx^2): T(b2(x))=T(2+1x+0x2)=3(1)+(2+4(0))x+1x2.T(b_2(x)) = T(-2 + 1x + 0x^2) = 3(1) + (-2 + 4(0))x + 1x^2. Simplify: T(b2(x))=32x+x2.T(b_2(x)) = 3 - 2x + x^2.

Now express T(b2(x))=32x+x2T(b_2(x)) = 3 - 2x + x^2 in terms of BB: 32x+x2=b1(x)3b2(x)+3b3(x).3 - 2x + x^2 = b_1(x) - 3b_2(x) + 3b_3(x). Thus, the coefficients are [1,3,3][1, -3, 3].

Step 2.3: Apply TT to b3(x)=1b_3(x) = 1

Substitute a=1a = 1, b=0b = 0, c=0c = 0 into T(a+bx+cx2)T(a + bx + cx^2): T(b3(x))=T(1+0x+0x2)=3(0)+(1+4(0))x+0x2.T(b_3(x)) = T(1 + 0x + 0x^2) = 3(0) + (1 + 4(0))x + 0x^2. Simplify: T(b3(x))=x.T(b_3(x)) = x.

Now express T(b3(x))=xT(b_3(x)) = x in terms of BB: x=12b1(x)+32b2(x)+0b3(x).x = -\frac{1}{2}b_1(x) + \frac{3}{2}b_2(x) + 0b_3(x). Thus, the coefficients are [1/2,3/2,0][-1/2, 3/2, 0].

Step 3: Construct the matrix representation

The columns of the matrix are the coefficients of T(b1(x)),T(b2(x)),T(b3(x))T(b_1(x)), T(b_2(x)), T(b_3(x)) relative to BB:

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!

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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