Linear transformations with functions

In summary, for the given linear transformation T: R^2\rightarrow R^2, T(x,y) = (x^2,y), the preimage of f(x)= 2x+1 is the set in R^2 \{(x,y)| y= 2\sqrt{x}+ 1 or y= -2\sqrt{x}+ 1\}.
  • #1
Xyius
508
4
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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  • #2
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.
 
  • #3
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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Related to Linear transformations with functions

1. What is a linear transformation?

A linear transformation is a mathematical operation that maps one set of values to another set of values in a linear manner. It can be represented as a function that takes in an input value and produces an output value through a set of mathematical operations.

2. How are linear transformations related to functions?

Linear transformations can be represented as functions, where the input values are the independent variable and the output values are the dependent variable. The function can be expressed algebraically or graphically to show the relationship between the input and output values.

3. What are some common examples of linear transformations?

Some common examples of linear transformations include scaling, rotation, shearing, and reflection. These transformations can be applied to various shapes and objects in geometry, as well as to functions in calculus and linear algebra.

4. How do you determine if a function is a linear transformation?

A function is considered a linear transformation if it satisfies two properties: additivity and homogeneity. Additivity means that the function preserves addition, while homogeneity means that the function preserves scalar multiplication. If a function satisfies these properties, it can be classified as a linear transformation.

5. What is the significance of linear transformations in mathematics and science?

Linear transformations play a crucial role in many areas of mathematics and science. They are used to solve systems of equations, transform data in statistics and data analysis, and model real-world situations in physics and engineering. Additionally, they are the basis for more complex operations and concepts in linear algebra, such as eigenvectors and matrices.

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