Is the level-set for a given function unique?

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SUMMARY

The discussion centers on the uniqueness of level sets for functions defined on ##\mathbb{R}^2##, specifically examining functions ##f## and ##g## where ##g(\mathbb{R}^2) \equiv f(\mathbb{R}^2)##. It is established that if the level sets ##\varphi_f(z)## and ##\varphi_g(z)## are equivalent, then the functions must be identical, i.e., ##f \equiv g##. The author emphasizes that knowing the level sets alone does not uniquely define the function without the associated values, as illustrated with the example of circles from the function ##f(x,y)=x^2+y^2##. The discussion concludes with a caution against informal definitions in mathematical proofs.

PREREQUISITES
  • Understanding of level sets in multivariable calculus
  • Familiarity with functions defined on ##\mathbb{R}^2##
  • Basic knowledge of mathematical proofs and definitions
  • Experience with calculus concepts, particularly from Calculus III
NEXT STEPS
  • Explore the concept of level sets in depth, focusing on their properties and applications
  • Study the implications of function equivalence in multivariable calculus
  • Learn about formal proof techniques in mathematics to avoid informal reasoning
  • Investigate the uniqueness of functions based on their level sets through various examples
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Mathematicians, students of multivariable calculus, and anyone interested in the properties of functions and their level sets in ##\mathbb{R}^2##.

Eclair_de_XII
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TL;DR
Assume that I've only taken math courses up until Calculus III. Informal definition is as follows:

Let ##f:\mathbb{R}^2\longrightarrow\mathbb{R}## be defined. Then the level set of ##f## w.r.t. some point ##z\in f(\mathbb{R}^2)## is the set of points ##(x,y)## in the ##xy##-plane with the property that ##f(x,y)=z##.
Let ##f,g:\mathbb{R}^2\longrightarrow\mathbb{R}## be defined, and denote ##D=f(\mathbb{R}^2)##. Assume without loss of generality that ##g(\mathbb{R}^2)\equiv f(\mathbb{R}^2)##.

Define a function ##\varphi_f:D\longrightarrow \mathbb{R}^2## as follows: ##\varphi_f(z)=\{(x,y):f(x,y)=z\}##, and define ##\varphi_g## similarly. Let ##z\in D##. Suppose that ##\varphi_g\equiv\varphi_f##. Then ##\{(x,y):f(x,y)=z\}=\{(x,y):g(x,y)=z\}##. In other words, the point ##z## associates the functions ##f,g## to the same exact points ##(x,y)## in ##\mathbb{R}^2##.

Hence, for every ##(x,y)\in \varphi_f(z)##:

\begin{eqnarray*}
(x,y,f(x,y))=(x,y,g(x,y))\\
(0,0,(f-g)(x,y))=(0,0,0)
\end{eqnarray*}

It follows then, that ##f\equiv g##.

This isn't actually a proof; I'm just asking a question that I cannot find an answer to on the internet. This is just a rudimentary explanation of why I think level sets are unique in ##\mathbb{R}^2##.
 
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I think this is right. If you are given all the level sets, along with the value f takes on each of them, f is clearly uniquely defined as given any point (x,y), it must be contained inside a single level set, and then f(x,y) is uniquely determined.

I have typically seen the word "level set" to refer to just the sets of (x,y) without z attached. For example ##f(x,y)=x^2+y^2## has circles as its level sets. Just being told the level sets are circles is *not* sufficient to uniquely identify the function.
 
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This is not a proof that the level sets are unique. If anything is as an attempted proof that the level sets uniquely define a function.
Lesson #1 in math after Calc III: "Informal" definitions and proofs are dangerous. You have to be careful with your words.
 

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