Linear Algebra Help: Is L:R^2 -> R^2 a Linear Transformation?

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SUMMARY

The function L: R² -> R² defined by L(x,y) = (x-1,y-x) is not a linear transformation. To determine this, one must verify two properties of linear transformations: additivity and scalar multiplication. By testing arbitrary elements (x1, y1) and (x2, y2) from R², it becomes clear that L does not satisfy these properties, as demonstrated in the provided resources.

PREREQUISITES
  • Understanding of linear transformations in vector spaces
  • Familiarity with the properties of additivity and scalar multiplication
  • Basic knowledge of R² and ordered pairs
  • Ability to apply mathematical definitions and theorems
NEXT STEPS
  • Study the properties of linear transformations in detail
  • Learn how to apply the definition of linear maps from the Wikipedia link provided
  • Explore examples of linear transformations and their properties
  • Investigate counterexamples where functions fail to be linear transformations
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Students studying linear algebra, mathematics educators, and anyone seeking to understand the criteria for linear transformations in vector spaces.

esler21
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Is L:R^2 - ->R^2 defined by L(x,y) = (x-1,y-x) a linear transformation? Explain why or why not.



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The Attempt at a Solution

 
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esler, I suggest you take this one over to the math section of the forum.
 
Apply the properties of a linear transformation:
http://en.wikipedia.org/wiki/Linear_map#Definition_and_first_consequences

There are two properties to verify, as outlined in the link. For the first one, take two arbitrary elements of R2, you can call them (x1, y1) and (x2, y2), and see if they satisfy the first property. You may use the usual point wise addition for the ordered pairs.
Then take an arbitrary scalar to see if the second property is satisfied.

You might also find this page useful:
http://ltcconline.net/greenl/courses/203/Vectors/linearTransRn.htm
 

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