Math Problem Statement

can you solve this question: let B = [1, 1, 1], [-1, 0, -2], [1, 0, 3] let C = [1, 0, 0, 0], [1, 1, 1, 1], [0, 0, 1, 1], [0, 0, 0, 1] let M = [3, -2, 2/ 0, -1, 2/ 6, -4, 4/ -9, 5, -4] be the matrix transformation of T from basis B to C the closed from of the transformation T[1, b, c] = ?

Solution

To find the closed form of the transformation TT for any vector [1,b,c][1, b, c] in terms of the transformation matrix MM, we need to analyze how MM acts on vectors in the basis BB and maps them to basis CC.

Given dataTo find the closed form of the transformation TT for any vector [1,b,c][1, b, c] in terms of the transformation matrix MM, we need to analyze how MM acts on vectors in the basis BB and maps them to basis CC.

Given

  1. Basis BB: B={[111],[102],[103]}B = \left\{ \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix}, \begin{bmatrix} -1 \\ 0 \\ -2 \end{bmatrix}, \begin{bmatrix} 1 \\ 0 \\ 3 \end{bmatrix} \right\}

  2. Basis CC: C={[1000],[1111],[0011],[0001]}C = \left\{ \begin{bmatrix} 1 \\ 0 \\ 0 \\ 0 \end{bmatrix}, \begin{bmatrix} 1 \\ 1 \\ 1 \\ 1 \end{bmatrix}, \begin{bmatrix} 0 \\ 0 \\ 1 \\ 1 \end{bmatrix}, \begin{bmatrix} 0 \\ 0 \\ 0 \\ 1 \end{bmatrix} \right\}

  3. Matrix MM, which represents the transformation TT from basis BB to CC: M=[322012644954]M = \begin{bmatrix} 3 & -2 & 2 \\ 0 & -1 & 2 \\ 6 & -4 & 4 \\ -9 & 5 & -4 \end{bmatrix}

Steps to Determine T([1,b,c])T([1, b, c])

  1. Express [1,b,c][1, b, c] as a linear combination of the basis BB: [1,b,c]=x1[111]+x2[102]+x3[103][1, b, c] = x_1 \begin{bmatrix} 1 \\ 1 \\ 1 \end{bmatrix} + x_2 \begin{bmatrix} -1 \\ 0 \\ -2 \end{bmatrix} + x_3 \begin{bmatrix} 1 \\ 0 \\ 3 \end{bmatrix} This equation allows us to find the coordinates [x1,x2,x3][x_1, x_2, x_3] in the basis BB.

  2. Solve for x1x_1, x2x_2, and x3x_3 by setting up equations for each component:

    • From the xx-component: 1=x1x2+x31 = x_1 - x_2 + x_3
    • From the yy-component: b=x1b = x_1
    • From the zz-component: c=x12x2+3x3c = x_1 - 2x_2 + 3x_3

    Using these equations, we solve for x1x_1, x2x_2, and x3x_3 in terms of bb and cc.

  3. Apply the Transformation Matrix MM: Once we have the coordinates [x1,x2,x3][x_1, x_2, x_3], we multiply MM by this vector to get the image of [1,b,c][1, b, c] under TT in basis CC.

Would you like to go through the detailed algebraic solution for the coefficients x1x_1, x2x_2, and x3x_3, or apply the matrix transformation directly?

Here are some questions to further explore:

  1. How do we determine coordinates in different bases for a given vector?
  2. What properties define a matrix transformation in a particular basis?
  3. How do we verify if a transformation matrix is correctly mapped between bases?
  4. How does a transformation matrix change if the bases are switched?
  5. How can we interpret the transformation geometrically?

Tip: When working with basis transformations, consistently label your coordinates with respect to each basis to avoid confusion.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Transformation
Basis Transformation

Formulas

Matrix multiplication for transformation: T(v) = M * v
Linear combination of basis vectors
Solving system of linear equations to find coordinates in a basis

Theorems

Basis Transformation Theorem
Matrix Representation of Linear Transformations

Suitable Grade Level

College Level