Is the Function f[x_] := x + 2 Truly Linear?

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Discussion Overview

The discussion revolves around the definition of linearity in mathematics, particularly focusing on the function f[x_] := x + 2. Participants explore the differences between the concept of linearity in high school mathematics and in linear algebra or abstract algebra, questioning whether the function can be considered linear under different definitions.

Discussion Character

  • Debate/contested
  • Conceptual clarification

Main Points Raised

  • One participant notes that according to Wikipedia, a function is linear if it satisfies additivity and homogeneity of degree 1, and argues that f[x_] := x + 2 does not meet these criteria.
  • Another participant asserts that there is no error in the original reasoning, explaining that "linear function" in elementary algebra differs from "linear operators" in linear algebra.
  • A participant seeks clarification on how linearity is defined in high school mathematics, indicating familiarity with linear algebra and calculus.
  • Another participant reiterates the properties of linearity and emphasizes that the term "linear" in high school contexts often refers to the graphical representation of lines rather than the strict mathematical definitions.

Areas of Agreement / Disagreement

Participants express differing views on the definition of linearity, with some agreeing that the term is used differently in various mathematical contexts, while others maintain that the function does not satisfy the criteria for linearity as defined in linear algebra.

Contextual Notes

The discussion highlights the ambiguity in the term "linear" and its application across different mathematical fields, indicating a potential misunderstanding based on context. There is no resolution on whether f[x_] := x + 2 can be classified as linear under all definitions.

toofle
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Probably I'm just being stupid but:
According to Wikipedia.

* Additivity (also called the superposition property): f(x + y) = f(x) + f(y). This says that f is a group homomorphism with respect to addition.
* Homogeneity of degree 1: f(αx) = αf(x) for all α.


f[x_] := x + 2;
f[3 + 7]
f[3] + f[7]
5*f[10]
f[5*10]

12
14
60
52

which indicates x+2 is not linear but obv it is a linear function. Where is the error?
 
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There is no error. You are talking about two different things. The "linear function" defined in elementary algebra or PreCalculus is not the same as the "linear operators" or "linear functions" defined in linear algebra or abstract algebra.

For one, thing, if you have a "linear function", f, from [itex]R^1[/itex] to [itex]R^2[/itex], its "image", the set of all points in [itex]R^2[/itex] that are given by f(t), would be a straight line through the origin. The graph of a linear equation in the "elementary" sense (the set of points in [itex]R^2[/itex] (x, f(x))) is a straight line not necessarily through the origin. In linear algebra, we would call the first a "linear subs-space" of [itex]R^2[/itex] and the second a "linear manifold".
 
So how is linearity defined for high-school mathematics?

I've done linear algebra and calculus(one and several variables) though. For a function
f[x]=x+2, how is linearity defined.
 
toofle said:
So how is linearity defined for high-school mathematics?

I've done linear algebra and calculus(one and several variables) though. For a function
f[x]=x+2, how is linearity defined.

As you said in your first post, linearity of a function or operator means the function/operator has the following properties:

f(x + y) = f(x) + f(y),
f(ax) = af(x)

As HallsofIvy already mentioned, when calling a function such as "y = x+2" linear, the word linear is being used in a different sense than the above definition (as you already noticed that 'linear' polynomials with a non-zero constant don't satisfy the conditions of linearity!). The reason such functions are called 'linear' is because they are lines, which is the root of the word linear. You should be able to figure out from context which sense of the word is being used. If talking about mx + b type lines, it likely just means "lines". If talking about linear algebra or things like the derivative or integral being linear operations, it is referring to the definition at the start of the post.
 
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