Bounded and Unbounded Functions

What is a bounded function?

A bounded function is one whose values $f(x)$ remain confined between a minimum and a maximum.
example of a real-valued function
Geometrically, the graph of a bounded function lies entirely between two horizontal lines (parallel to the x-axis).

In such a function, the range of values is restricted between two real numbers:

  • Minimum: the smallest value attained by $f(x)$ on an interval $[a, b]$
  • Maximum: the largest value attained by $f(x)$ on an interval $[a, b]$

If it is not possible to find two real numbers that bound the range of the function, the function is said to be unbounded.

Example of an unbounded function: The function $f(x) = x^3$ is unbounded - it has neither a finite minimum nor maximum.
example of an unbounded function

A function is considered bounded if it is bounded both above and below.

A Practical Example

Let’s consider the sine function:

$$ f(x) = \sin(x) $$

The domain of this function is the set of real numbers:

$$ \text{Dom}(f) = \mathbb{R} $$

Its range consists of infinitely many values contained within the closed interval $[-1, 1]$:

$$ \text{Im}(f) = [-1, 1] $$

The range is thus bounded both above and below.

the sine function is bounded

The function $f(x)$ has both a maximum and a minimum:

$$ M = 1 $$

$$ m = -1 $$

Therefore, the sine function is bounded on its entire domain.

Upper-Bounded Functions

A function $f(x)$ defined on an interval $(a, b)$ is upper-bounded if at least one of the following conditions holds:

  1. There exists a real number $M$ such that $f(x) \le M$ for all $x \in (a, b)$.
  2. The range of $f(x)$ is bounded above.
  3. The supremum of the range is finite: $$ \sup(\text{Im}(f)) < +\infty $$

If none of these conditions hold, the function is said to be unbounded above.

Example: An upper-bounded function - $f(x)$ has a finite maximum value $M$.
example of an upper-bounded function

Upper-Unbounded Functions

A function $f(x)$ defined on $(a, b)$ is upper-unbounded on its domain if at least one of the following conditions holds:

  1. For every $M > 0$, there exists $x \in (a, b)$ such that $f(x) > M$.
  2. The range of $f(x)$ is unbounded above.
  3. The supremum of the range is infinite: $$ \sup(\text{Im}(f)) = +\infty $$

Example: An upper-unbounded function.
example of an upper-unbounded function

Lower-Bounded Functions

A function $f(x)$ defined on an interval $(a, b)$ is lower-bounded if at least one of the following conditions holds:

  1. There exists a real number $m$ such that $f(x) \ge m$ for all $x \in (a, b)$.
  2. The range of $f(x)$ is bounded below.
  3. The infimum of the range is finite: $$ \inf(\text{Im}(f)) > -\infty $$

If none of these conditions hold, the function is said to be unbounded below.

Example: A lower-bounded function - $f(x)$ attains a minimum value $m$.
example of a lower-bounded function

Lower-Unbounded Functions

A function $f(x)$ defined on $(a, b)$ is lower-unbounded on its domain if at least one of the following conditions holds:

  1. For every $m \in \mathbb{R}$, there exists $x \in (a, b)$ such that $f(x) < m$.
  2. The range of $f(x)$ is unbounded below.
  3. The infimum of the range is infinite: $$ \inf(\text{Im}(f)) = -\infty $$

Example: A lower-unbounded function.
example of a lower-unbounded function

And so on.

 
 

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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Functions of Two Variables