The single variable definition of a limit states (assuming $\epsilon > 0$ and $\delta > 0$) that if $0 < |x-a| < \delta$ then $|f(x) - L| < \epsilon$. The multivariable definition goes if $0 < \sqrt{(x-a)^2 + (y-b)^2} < \delta$ then $|f(x,y) - L| < \epsilon$. I understand how to use the formula, but I'm just trying to understand from an intuitive standpoint why the multivariable version essentially has a circle ($\sqrt{(x-a)^2 + (y-b)^2}$)?
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Short answer: a new metric. The distance in the plane is given by the usual distance formula, not just $|x-y|.$ – Sean Roberson Feb 10 '23 at 05:19
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3$|x-a|=\sqrt{(x-a)^2}$ is also a circle. From a certain point of view, nothing has intuitively changed from 1 to 2 dimensions. – Ninad Munshi Feb 10 '23 at 05:26
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If you’d rather have $|x-a|<\delta$ and $|y-b|<\delta$, that will work fine, too. – Ted Shifrin Feb 10 '23 at 05:28
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@NinadMunshi Huh? – Ted Shifrin Feb 10 '23 at 05:29
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@TedShifrin you can be more specific, the character limit is far away – Ninad Munshi Feb 10 '23 at 05:30
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1Another alternative is $|x-a|+|y-b|<\delta$ which works too. It does not matter whether you use an interval/circle/sphere/hypersphere, or an interval/square/cube/hypercube, or an interval/rotated-square/octahedron/cross-polytope: you just want a small neighbourhood of the point in question – Henry Feb 10 '23 at 05:39
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1@NinadMunshi First, you need an equation to give a “circle.” So $|\vec x - \vec a| =r$ is a circle in $\Bbb R^2$. Second, how are two points, given by $|x-a|=r$ in $\Bbb R$ to be a circle? I get what you’re thinking, but it’s not helpful to a beginner without explanation. – Ted Shifrin Feb 10 '23 at 07:03
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@TedShifrin, as I'm sure you're well aware, two points is in fact the definition of $0$ sphere embedded in $\Bbb{R}$. Like I said from a certain point of view we can talk about these formulas being identical, and other points of view are equally valid. I think (and maybe a valid criticism on lack of explanation, or wanting someone to discover the work for themselves) its important pedagogically to understand the tricks we have to generalize formulas in some "natural" sense. The connection between an absolute value formula and 2D circle is easier to see as the cases of a more general structure – Ninad Munshi Feb 10 '23 at 15:48
2 Answers
The notion of limit requires the concept of distance, in some sense - if one must describe that some value approaches another value as some parameter changes, then it is necessary to be precise about what something approaching something does actually mean.
In the real line, the distance between two points is thought of as the absolute value of the subtraction of one point by another. In the plane, there is one extra dimension, so one must come up with some other way to define distance.
One way to do it is using Pythagoras' Theorem: given two points $(x_1,y_1)$ and $(x_2,y_2)$, it is possible to construct a right triangle adding the point $(x_2,y_1)$. The sizes of the legs of the triangle are easy to calculate, using the distance defined on the line: they are $|x_1 - x_2|$ and $|y_1 - y_2|$. Using the theorem, the hypothenuse has length equal to $\sqrt{|x_1 - x_2|^2 + |y_1 - y_2|^2}$.
Using this ideia of distance, one can fix a point and describe the set of points that are some specific distance away from it, or less than that value. For example, the set of points that are less than $\delta$ away from $(a,b)$ is precisely $$\biggl\{ (x,y) \in \mathbb{R}^2 : \sqrt{(x - a)^2 + (y - b)^2} < \delta \biggr\}.$$ To describe some point approaching another point, these are the kind of sets that are used, as in the definition of limit in the plane.
As others have already said, there are other ways of measuring distance in the plane: the distance between $(x,y)$ and $(a,b)$ can be $|x - a| + |y - b|$, and then the set of points that satisfy $|x - a| + |y - b| < \delta$ forms a diamond (a rotated square), or it can be the greater value between $|x - a|$ and $|y - b|$, which is represented by $\max{\{ |x - a|, |y - b| \}}$, and the set of points that satisfy $\max{\{ |x - a|, |y - b| \}} < \delta$ is a square.
These distances are somewhat equivalent because one can fit circles inside squares and squares inside circles: for example, the set $$\{ (x,y) \in \mathbb{R}^2 : |x - a| + |y - b| < \delta \}$$ is inside the above circle and the circle is inside the set $$\{ (x,y) \in \mathbb{R}^2 : |x - a| + |y - b| < \delta \sqrt{2} \}.$$ This means that studying smaller and smaller circles around some fixed point and smaller and smaller squares around some fixed point gets you to the same place - the "approaching" each one defines is the same.
These ideias are all formalized and generalized in the theory of metric spaces, which is a very important area of mathematics.
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When we say that $$\lim\limits_{x\to c}f(x)=L$$ we use the definition $$\forall\epsilon\gt 0\text{ there exists }\delta\gt 0\text{ such that }\lvert x-c\rvert\lt\delta\to\lvert f(x)-L\rvert\lt\epsilon$$ to determine if the limit exists and is equal to $L$. What are we really saying?
We are saying that the limit exists and is equal to $L$ if no matter what positive distance $\epsilon$ we specify, if $x$ is within a distance of $\delta$ to $c$, then $f(x)$ will be within a distance of $\epsilon$ to $L$.
Suppose we want the same definition for a function $f(x,y)$. We want a way to say that if an element of the domain $(x,y)$ is within a distance $\delta$ of $(a,b)$ then $f(x,y)$ will be within a distance of $L$.
The distance in two dimensions is given by the Pythagorean theorem so we say $$\lim\limits_{(x,y)\to (ab)}f(x,y)=L$$ if $$\forall\epsilon\gt 0\text{ there exists }\delta\gt 0\text{ such that }\sqrt{(x-a)^2+(y-b)^2}\lt\delta\to\lvert f(x)-L\rvert\lt\epsilon$$
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