Linear transformations with functions

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SUMMARY

The discussion centers on the linear transformation T: R^2 → R^2 defined by T(x,y) = (x^2,y). It is established that this transformation is not linear, as it fails to satisfy the linearity condition T(αv) = αT(v). The preimage of the function f(x) = 2x + 1 is derived, resulting in the set of pairs (x,y) such that y = 2√a + 1 or y = -2√a + 1, where a = x^2. This conclusion provides a clear method for finding preimages in the context of non-linear transformations.

PREREQUISITES
  • Understanding of linear transformations in vector spaces
  • Familiarity with the concept of preimages in mathematical functions
  • Knowledge of quadratic functions and their properties
  • Basic skills in manipulating algebraic expressions
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  • Study the properties of linear transformations in depth
  • Learn about preimage calculations for various types of functions
  • Explore the implications of non-linear transformations in R^2
  • Investigate the relationship between quadratic functions and their graphical representations
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Mathematicians, students of linear algebra, and anyone interested in the properties of transformations in vector spaces will benefit from this discussion.

Xyius
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For the linear transformation,

[tex]T: R^2\rightarrow R^2, T(x,y) = (x^2,y)[/tex]

find the preimage of..
[tex]f(x)= 2x+1[/tex]

I have no trouble with these types of problems when it comes to vectors that aren't functions. Any help would be appreciated! Thanks!

~Matt
 
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This is no linear transformation, since T(α v) = T(α(x, y)) = T(αx, αy) = (α^2x^2, αy), which does not equal αT(v), for some v from R^2 and some α from R.
 
Xyius said:
For the linear transformation,

[tex]T: R^2\rightarrow R^2, T(x,y) = (x^2,y)[/tex]

find the preimage of..
[tex]f(x)= 2x+1[/tex]

I have no trouble with these types of problems when it comes to vectors that aren't functions. Any help would be appreciated! Thanks!

~Matt
Since T is mapping pairs of numbers into pairs of numbers, I assume that by "f(x)= 2x+1" you mean the set of pairs (x, 2x+1)[/math]

So you are looking for (x, y) such that [itex]T(x, y)= (x^2, y)= (a, 2a+1)[/itex] for some number a. Okay, since [itex]x^2= a[/itex], x can be either [itex]\sqrt{a}[/itex] or [itex]-\sqrt{a}[/itex]. And, of course, y= 2a+ 1. That is, the preimage is the set in [itex]R^2[/itex] [itex]\{(x,y)| y= 2\sqrt{x}+ 1 or y= -2\sqrt{x}+ 1\}[/itex].
 
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