Can Two Points Determine a Linear Transformation Matrix?

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SUMMARY

The discussion centers on determining a linear transformation matrix from the images of two points. It is established that two points can indeed provide sufficient information to derive the transformation matrix, provided the transformation is linear. Specifically, the transformation matrix for the points (1,0) mapping to (1,1) and (0,1) mapping to (2,2) can be calculated, leading to the conclusion that the range of this transformation is a line in the output space.

PREREQUISITES
  • Understanding of linear transformations
  • Familiarity with matrix representation
  • Knowledge of vector spaces
  • Basic algebra skills
NEXT STEPS
  • Study the properties of linear transformations in detail
  • Learn how to derive transformation matrices from point mappings
  • Explore the concept of the range of a linear transformation
  • Investigate the relationship between linear transformations and vector spaces
USEFUL FOR

High school students studying linear algebra, educators teaching transformation concepts, and anyone preparing for exams in mathematics.

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Hello everyone, I am a year 10 student. I am working on Transformation and there are 2 problems in the book that I actually have no idea to solve. Unfortunately, I am going to have a sudden exam in the next three days.

Hope that somebody can help me, thank you a lot! Or If you have any books which is appropriate with high school students, I am glad to read it!

1/ The images of 2 points are given for a linear transformation. Investigate whether this is sufficient information to determine the matrix of the transformation.
2/ Find the matrix of the linear transformation such that (1,0) -> (1,1) and (0,1) -> (2,2). What is the range of this transformation? (I found the matrix of the linear transformation).

Thank you,
Huyen Nguyen
 
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1/ start by trying to write down an arbitrary linear transformation based on the known image of 2 known points

2/ note tht every point will bee mapped onto a line - can you find the equation of the line
 

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