Linear Transformations matrix help

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SUMMARY

The discussion focuses on solving linear transformations in R^2 and R^3, specifically using the vectors v1 = [-3, -4] and v2 = [-2, -3]. The transformation T is defined such that T(v1) = [29, -35] and T(v2) = [22, -26]. The challenge is to find the image of an arbitrary vector [x, y] under T, leading to the matrix representation of the transformation. Additionally, the discussion addresses the cross product of a vector v = [2, 6, -4] in R^3, seeking the matrix A for the transformation T(x) = v x x.

PREREQUISITES
  • Understanding of linear transformations in R^2 and R^3
  • Knowledge of matrix representation of linear transformations
  • Familiarity with vector cross products in three-dimensional space
  • Ability to perform matrix operations and calculations
NEXT STEPS
  • Study the properties of linear transformations in R^2 and R^3
  • Learn how to derive the matrix representation of a linear transformation from given vectors
  • Explore the computation of cross products and their geometric interpretations
  • Investigate applications of linear transformations in computer graphics and physics
USEFUL FOR

Students studying linear algebra, mathematicians, and anyone interested in understanding linear transformations and vector operations in R^2 and R^3.

DanielJackins
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Homework Statement



Two questions;

1. Let v1 = [-3, -4] and v2 = [-2, -3]

Let T: R^2 -> R^2 be the linear transformation satisfying T(v1) = [29, -35] and T(v2) = [22, -26]

Find the image of the arbitrary vector [x, y]

T[x,y] = [ _ , _ ]

2. The cross product of two vectors in R^3 is defined by [a1,a2,a3] x [b1,b2,b3] = [a2b3-a3b2, a3b1-a1b3, a1b2-a2b1]

Let v = [2,6,-4]

Find the matrix A of the linear transformation from R^3 to R^3 given by T(x) = v x x.

A = ? (3x3 matrix)

The Attempt at a Solution



For question 1, I found a T[x,y] but it's a 2x2 matrix [{-197, -8/7},{135,8/7}], but maybe I'm understanding the question wrong?

And for question 2, I really have no idea where to start. Wouldn't I need to be provided with a matrix x if were to find T(x) = v x x? Thanks for any help
 
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You are confusing the representation of the transformation as a matrix with its result as an operator. The domain and range of the operator in 1 is R2. I didn't check your calculations in 1, but if the transformation is represented by the matrix you say it is, you should be able to calculate T([x,y]), which should be in R2.

You got the matrix in part 1 by knowing what T did to a couple of points in R2. Do the same thing for part 2.
 

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