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[a, b, c] = ?

Solution

To solve for the transformation T[a,b,c]T[a, b, c] in closed form, let's analyze the components given:

  1. Basis BB: B=[111102103]B = \begin{bmatrix} 1 & 1 & 1 \\ -1 & 0 & -2 \\ 1 & 0 & 3 \end{bmatrix} This represents a basis for R3\mathbb{R}^3.

  2. Basis CC: C=[1000111100110001]C = \begin{bmatrix} 1 & 0 & 0 & 0 \\ 1 & 1 & 1 & 1 \\ 0 & 0 & 1 & 1 \\ 0 & 0 & 0 & 1 \end{bmatrix} This is a basis for R4\mathbb{R}^4, where each column represents one of the basis vectors in CC.

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

We are tasked with finding the closed form of the transformation T[a,b,c]T[a, b, c] in the standard basis.

Step 1: Interpretation of MM

The matrix MM describes how vectors in basis BB (for the domain) map into vectors in basis CC (for the codomain) under the transformation TT. To find TT in standard coordinates, we need to:

  1. Express the standard basis in terms of BB.
  2. Express the columns of MM (which are TT-images of the basis BB-vectors) in terms of the standard coordinates using the basis CC.

Step 2: Converting Basis BB to Standard Basis

We can write any vector [a,b,c]T[a, b, c]^T in the standard basis in terms of the basis BB: [xyz]=B[abc].\begin{bmatrix} x \\ y \\ z \end{bmatrix} = B \begin{bmatrix} a \\ b \\ c \end{bmatrix}. This gives us the coordinates of [a,b,c]T[a, b, c]^T in terms of basis BB.

Step 3: Applying Matrix MM and Converting Back to Standard Basis

To apply the transformation TT in standard coordinates:

  1. Multiply [a,b,c]T[a, b, c]^T by MM to get the coordinates in basis CC.
  2. Map those coordinates back to the standard basis by using the matrix CC.

This process would yield the closed-form transformation T[a,b,c]T[a, b, c].

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Transformations
Change of Basis

Formulas

Matrix multiplication: T[a, b, c] = M * [a, b, c]^T
Coordinate transformation: x = B * [a, b, c]^T

Theorems

Change of Basis Theorem

Suitable Grade Level

Undergraduate