Limit of a Function

    The limit (l) of a function f(x) as x approaches x0
    $$ \lim_{x \rightarrow x_0} f(x) = l $$ can be classified as:
  • convergent if l is a finite number
  • divergent if l is infinite
  • nonexistent if the function oscillates or the limit fails to exist at x0

Here, x0 is an accumulation point of the domain of f(x), while l may be any real number, either finite or infinite.

Convergent Limit

A] When x0 is a finite number

The limit of a function f(x) as x approaches x0 in ℝ is equal to l
$$ \lim_{x \rightarrow x_0} f(x) = l $$ if and only if, for every ε > 0, there exists a δ > 0 such that:
$$ l - \epsilon < f(x) < l + \epsilon $$ for all x within the interval (x0 - δ, x0 + δ).
graph illustrating the limit of a convergent function

In this case, l is a finite real number.

In symbolic terms:

$$ \lim_{x \rightarrow x_0} f(x) = l \Leftrightarrow \forall \ \epsilon>0 \ , \ \exists \ \delta>0: |f(x)-l|<\epsilon \ , \ \forall \ x \in I: 0 \ne |x-x_0|<\delta $$

In other words, a function is said to have a real limit \( l \) as \( x \) approaches \( x_0 \) if, for every positive real number \( \epsilon \), there exists a punctured neighborhood \( I \) of \( x_0 \) such that \( |f(x) - l| < \epsilon \) for all \( x \in I \) with \( x \neq x_0 \).

The point \( x_0 \) is an accumulation point and, as such, it may or may not belong to the neighborhood \( I \).

Therefore, a function \( f(x) \) can have a finite real limit \( l \) at a point \( x_0 \) even if it is not defined at \( x_0 \).

Note. The limit of a function can also be characterized using subsequences. The limit of f(x) as x → x0 converges to the finite number l within a neighborhood A - {x0} if, for every subsequence xn contained in A and converging to x0, we have f(xn) = l.
graph showing the limit of a subsequence

B] When x0 approaches positive or negative infinity

The limit of a function f(x) as x tends to infinity is equal to the finite limit l
$$ \lim_{x \rightarrow \infty} f(x) = l $$ if and only if, for every ε > 0, there exists a number k > 0 such that:
$$ |f(x) - l| < \epsilon $$ for all x > k.
graph illustrating a convergent limit as x approaches infinity

Here, l is a finite real number.

Symbolically:

$$ \lim_{x \rightarrow \infty} f(x) = l \Leftrightarrow \forall \epsilon>0, \exists k>0: |f(x)-l|<\epsilon, \forall x>k $$

The definition is analogous for x approaching -∞.

Example. Consider the function f(x) = 1/x. We compute its limit as x → ∞:
$$ \lim_{x \rightarrow +\infty} \frac{1}{x} = 0 $$

Divergent Limit to Infinity

A] If x0 is a finite number

The limit of a function as x→x0 diverges to positive infinity $$ \lim_{x \rightarrow x_0} f(x) = +∞ $$ if, for every real number M>0, there exists a number δ>0 such that the function f(x) takes values greater than M for all x in the neighborhood x0-δ<x<x0+δ.
graph showing the divergent limit as x approaches x0
In symbolic form $$ \lim_{x \rightarrow x_0} f(x) = +∞ \Leftrightarrow \forall M>0, \exists δ>0: f(x)>M, \forall x \in A: 0 \ne |x-x_0|<δ $$ In other words, once x is restricted to a sufficiently small neighborhood of $ x_0 $, the values of the function $ f(x) $ eventually exceed any given positive bound.

The limit may diverge either to positive infinity (+∞) or to negative infinity (-∞).

The function f(x) diverges to negative infinity $$ \lim_{x \rightarrow x_0} f(x) = -∞ $$ if, for every real number M>0, there exists a number δ>0 such that the function f(x) takes values less than -M for all x in the neighborhood x0-δ<x<x0+δ.

graphical example of a function diverging to negative infinity near x0

In symbolic form

$$ \lim_{x \rightarrow x_0} f(x) = -∞ \Leftrightarrow \forall M>0, \exists δ>0: f(x)<-M, \forall x \in A: 0 \ne |x-x_0|<δ $$

In other words, when x is taken sufficiently close to $ x_0 $, the values of the function $ f(x) $ eventually fall below any prescribed negative bound.

Example. Given the function f(x)=1/((x-1)^2), compute the limit as x→1. $$ \lim_{x \rightarrow 1} \frac{1}{(x-1)^2} = +∞ $$

B] If x tends to positive or negative infinity

The limit of a function as x→+∞ diverges to positive infinity $$ \lim_{x \rightarrow +∞} f(x) = +∞ $$ if, for every real number M>0, there exists a number k>0 such that f(x) takes values greater than M for all x>k.
 graph of a function diverging as x approaches infinity
In symbolic form $$ \lim_{x \rightarrow +∞} f(x) = +∞ \Leftrightarrow \forall M>0, \exists k>0: f(x)>M, \forall x>k $$  In other words, as $ x $ grows without bound, the function eventually exceeds any prescribed positive bound and continues to increase indefinitely.

The limit may diverge either to positive infinity (+∞) or to negative infinity (-∞).

The limit of a function as x→+∞ diverges to negative infinity $$ \lim_{x \rightarrow +∞} f(x) = -∞ $$ if, for every real number M>0, there exists a number k>0 such that f(x) takes values less than -M for all x>k.

graphical example of divergence to negative infinity as x tends to infinity

In symbolic form $$ \lim_{x \rightarrow +∞} f(x) = -∞ \Leftrightarrow \forall M>0, \exists k>0: f(x)<-M, \forall x>k $$

In other words, as $ x $ increases without bound, the function eventually falls below any prescribed negative bound and continues to decrease without any lower limit.

Example. Given the function f(x)=x2, compute the limit as x→+∞. $$ \lim_{x \rightarrow +∞} x^2 = +∞ $$

In these examples, only the case in which x tends to positive infinity has been considered. The definition of the limit as x→-∞ is completely analogous.

Nonexistent Limit

A] When x0 is a finite number

The limit of a function as x approaches x0 does not exist if the right-hand and left-hand limits are not equal:
$$ \lim_{ x \rightarrow x_0^+ } f(x) \ne \lim_{ x \rightarrow x_0^- } f(x) $$
graph showing that the limit does not exist at x0

In such situations, the function might be undefined at x0 or possess a vertical asymptote there.

B] When x0 approaches positive or negative infinity

The limit of a function as x → ±∞ does not exist if the function oscillates indefinitely or is undefined:
$$ \lim_{ x \rightarrow \pm \infty } f(x) = \text{does not exist} $$
graph showing that the limit as x approaches infinity does not exist due to oscillation

Examples

Consider the function:

$$ f(x) = \frac{1}{x} $$

The limit of this function as x → 0 does not exist:

$$ \lim_{ x \rightarrow 0 } \frac{1}{x} = \text{does not exist} $$

because the right-hand limit is +∞:

$$ \lim_{ x \rightarrow 0^+ } \frac{1}{x} = +\infty $$

while the left-hand limit is -∞:

$$ \lim_{ x \rightarrow 0^- } \frac{1}{x} = -\infty $$

The function 1/x is undefined at x0 = 0, where it has a vertical asymptote.

And so forth. 

 
 

Please feel free to point out any errors or typos, or share suggestions to improve these notes. English isn't my first language, so if you notice any mistakes, let me know, and I'll be sure to fix them.

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Limits

Limits of Sequences

Limits of Functions

Limits of Functions of Two Variables

Exercises