Linear Transformation of R2 to R1: Determining Linearity of f(x,y)=xy

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Homework Help Overview

The discussion revolves around determining the linearity of the transformation f(x,y) = xy, which maps R² to R¹. Participants are exploring the properties of linear transformations and how to apply them to this specific function.

Discussion Character

  • Conceptual clarification, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Some participants attempt to apply the definitions of linear transformations, specifically testing the additive and scalar multiplication properties. Others question the clarity of variable definitions and the distinction between vectors and their components.

Discussion Status

Participants are actively engaging with the problem, raising questions about the definitions and properties of linear transformations. Some have provided guidance on how to approach the verification of linearity, while others express confusion about the application of these concepts.

Contextual Notes

There is a noted difficulty in distinguishing between the function f and its inputs, as well as confusion regarding the use of different notations for vectors and scalars. The original poster expresses frustration with the learning resources available for understanding linear transformations.

  • #31
Yep! I'm going to do exactly that! Thanks a lot for your help @Mark44
 
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  • #32
f(u + v) = f(<u1+v1,u2+v2>)=
f(u) = u1*u2
f(v) = v1*v2
f(cu) = f(<cu1,cu2>)=cu1⋅cu2(u1+v1)⋅(u2+v2) = u1u2+u1v2+v1u2+v1v2 ≠ u1*u2 + v1*v2

cu1⋅cu2 ≠ c*u1*u2
 
  • #33
says said:
f(u + v) = f(<u1+v1,u2+v2>)=
f(u) = u1*u2
f(v) = v1*v2
f(cu) = f(<cu1,cu2>)=cu1⋅cu2(u1+v1)⋅(u2+v2) = u1u2+u1v2+v1u2+v1v2 ≠ u1*u2 + v1*v2
This looks good. Even better would be:
f(u + v) = f(<u1+v1,u2+v2>) = (u1+v1)⋅(u2+v2) = u1u2+u1v2+v1u2+v1v2 ≠ u1*u2 + v1*v2 = f(u) + f(v)
says said:
cu1⋅cu2 ≠ c*u1*u2
because c2u1⋅u2 ≠ c*u1*u2 unless c = 0 or c = 1.
 

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