Math Problem Statement

express it as a and vb

Solution

To express T(2x)T(2x) as a polynomial with coefficients in terms of aa and bb, let's follow these steps:

Step 1: Express 2x2x in the Basis B\mathcal{B}

We know that: 2x=c1(13x)+c2(1+3x)2x = c_1(1 - 3x) + c_2(1 + 3x) Let's solve this system:

  1. Expand the right-hand side: 2x=c13c1x+c2+3c2x2x = c_1 - 3c_1x + c_2 + 3c_2x 2x=(c1+c2)+(3c1+3c2)x2x = (c_1 + c_2) + (-3c_1 + 3c_2)x

  2. Match coefficients of like terms:

    • Coefficient of xx: 2=3c1+3c22 = -3c_1 + 3c_2
    • Constant term: 0=c1+c20 = c_1 + c_2

    Solving the system:

    • From c1+c2=0c_1 + c_2 = 0, we get c2=c1c_2 = -c_1.
    • Substitute into the equation for the xx term: 2=3c1+3(c1)2 = -3c_1 + 3(-c_1) 2=6c12 = -6c_1 c1=13,c2=13c_1 = -\frac{1}{3}, \quad c_2 = \frac{1}{3}

Thus, we have: 2x=13(13x)+13(1+3x)2x = -\frac{1}{3}(1 - 3x) + \frac{1}{3}(1 + 3x)

Step 2: Apply the Linear Operator TT to 2x2x

Given the matrix [T]B=(1230)[T]_{\mathcal{B}} = \begin{pmatrix} 1 & 2 \\ -3 & 0 \end{pmatrix}, we can now express T(2x)T(2x) using the previously found coefficients:

T(2x)=T(13b1+13b2)T(2x) = T\left(-\frac{1}{3} b_1 + \frac{1}{3} b_2 \right)

This can be written as: T(2x)=13T(b1)+13T(b2)T(2x) = -\frac{1}{3} T(b_1) + \frac{1}{3} T(b_2)

Using the matrix [T]B[T]_{\mathcal{B}}: T(b1)=b1+2b2=(13x)+2(1+3x)=3+3xT(b_1) = b_1 + 2b_2 = (1 - 3x) + 2(1 + 3x) = 3 + 3x T(b2)=3b1=3(13x)=3+9xT(b_2) = -3b_1 = -3(1 - 3x) = -3 + 9x

Thus: T(2x)=13(3+3x)+13(3+9x)T(2x) = -\frac{1}{3}(3 + 3x) + \frac{1}{3}(-3 + 9x)

Step 3: Simplify and Express in Terms of aa and bb

Simplify: T(2x)=1x+(1+3x)T(2x) = -1 - x + (-1 + 3x) T(2x)=2+2xT(2x) = -2 + 2x

Finally, express T(2x)T(2x) as ax+bax + b, where:

  • a=2a = 2
  • b=2b = -2

Thus: T(2x)=2x2T(2x) = 2x - 2

Conclusion:

T(2x)=2x2T(2x) = 2x - 2 with coefficients a=2a = 2 and b=2b = -2.

Would you like further details or have any questions about this problem?

Next Steps:

  1. Can you interpret the result T(2x)=2x2T(2x) = 2x - 2 in terms of linear transformations?
  2. How does changing the basis B\mathcal{B} affect the coefficients aa and bb?
  3. How would you find T(p(x))T(p(x)) for a general polynomial p(x)=ax+bp(x) = ax + b?
  4. What if the basis vectors were different—how would the result change?
  5. Can you verify the matrix representation of TT in both bases E\mathcal{E} and B\mathcal{B}?
  6. How does this problem relate to eigenvalues and eigenvectors?
  7. Could you express TT using another set of polynomials, such as the standard monomials?
  8. How would the matrix [T]E[T]_{\mathcal{E}} change if you swapped the basis vectors?

Tip: Working through problems like this can help solidify your understanding of linear operators and their representations in different bases.

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Math Problem Analysis

Mathematical Concepts

Linear Operators
Basis Representation

Formulas

Matrix representation of linear operators

Theorems

Linear transformation properties

Suitable Grade Level

Advanced Undergraduate