Which of the folllowing transformations are linear? how can u tell?

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SUMMARY

This discussion focuses on identifying linear transformations in vector spaces. To determine if a transformation is linear, one must verify the axioms of linearity: L(u + v) = L(u) + L(v) and L(av) = aL(v), where u and v are vectors and a is a scalar. If these conditions cannot be satisfied, a counterexample should be provided to demonstrate the failure of linearity. Understanding the definition of linear transformations is essential for this analysis.

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  • Familiarity with the concept of transformations in linear algebra
  • Knowledge of scalar multiplication and vector addition
  • Ability to identify and construct counterexamples in mathematical proofs
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  • Review the definition of linear transformations in linear algebra textbooks
  • Practice verifying linearity with various transformations using specific examples
  • Explore counterexamples that demonstrate non-linear transformations
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mr_coffee
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Hello everyone I'm not looking for someoene to tell me the answer, but I'm really confused on how you can tell if somthing is a linear stransformation or not? I'm not understand what operations I'm suppose to go through to find this out, any help would be great! thanks!
The image is above which explains the problem!
 
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If you cannot verify the axioms of linearity, try to find a counter example. Ie try to show L(x+y)=L(x)+L(y), and L(ky)=kL(y), and if that's impossible, show why (simply find a single counter example)
 
Checking the DEFINITION of "Linear Transformation" would seem like a good idea. As I recall, the definition requires that
L(u+ v)= L(u)+ L(v) and L(av)= aL(v) where u and v are vectors (your examples all involve 2 or 3 dimensional vectors) and a is a number.
 

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