Math Problem Statement

Suppose that T : R^4 → R^4 is a linear map such that T(e1 - e2) = e1, T(e2 - e3) = e2, T(e3 - e4) = e3, and T(e4 + e1) = e4. Find the matrix of T.

Solution

We are given a linear map T:R4R4T : \mathbb{R}^4 \to \mathbb{R}^4, and the action of TT on some specific linear combinations of the standard basis vectors e1,e2,e3,e4e_1, e_2, e_3, e_4 of R4\mathbb{R}^4. We need to find the matrix of TT.

The information provided is:

T(e1e2)=e1,T(e2e3)=e2,T(e3e4)=e3,T(e4+e1)=e4.T(e_1 - e_2) = e_1, \quad T(e_2 - e_3) = e_2, \quad T(e_3 - e_4) = e_3, \quad T(e_4 + e_1) = e_4.

To find the matrix of TT, we can express the action of TT on each of the standard basis vectors e1,e2,e3,e4e_1, e_2, e_3, e_4.

Step-by-Step Solution

  1. Use the given transformations to express the basis vectors:

    • From T(e1e2)=e1T(e_1 - e_2) = e_1, we can express: T(e1)T(e2)=e1    T(e1)T(e2)=e1.T(e_1) - T(e_2) = e_1 \implies T(e_1) - T(e_2) = e_1.
    • From T(e2e3)=e2T(e_2 - e_3) = e_2, we get: T(e2)T(e3)=e2    T(e2)T(e3)=e2.T(e_2) - T(e_3) = e_2 \implies T(e_2) - T(e_3) = e_2.
    • From T(e3e4)=e3T(e_3 - e_4) = e_3, we get: T(e3)T(e4)=e3    T(e3)T(e4)=e3.T(e_3) - T(e_4) = e_3 \implies T(e_3) - T(e_4) = e_3.
    • From T(e4+e1)=e4T(e_4 + e_1) = e_4, we get: T(e4)+T(e1)=e4    T(e4)+T(e1)=e4.T(e_4) + T(e_1) = e_4 \implies T(e_4) + T(e_1) = e_4.
  2. Solve the system of equations: We now have the following system: T(e1)T(e2)=e1(1)T(e_1) - T(e_2) = e_1 \quad (1) T(e2)T(e3)=e2(2)T(e_2) - T(e_3) = e_2 \quad (2) T(e3)T(e4)=e3(3)T(e_3) - T(e_4) = e_3 \quad (3) T(e4)+T(e1)=e4(4)T(e_4) + T(e_1) = e_4 \quad (4)

    By solving this system step by step, we can determine the images of e1,e2,e3,e4e_1, e_2, e_3, e_4.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Linear Transformations
Basis Vectors
Matrix Representation

Formulas

Matrix representation of a linear transformation
Solving systems of linear equations

Theorems

Linear transformation properties
Basis transformation

Suitable Grade Level

Undergraduate (Linear Algebra)