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Advanced
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You are here: Home » Fundamentals » Functions
Functions
If you've read the page on algebra
in this
section, then you already know about pronumerals; which are letters of
the alphabet used to stand for variables (numbers which change
depending on the situation concerned) in equations.
But what if a variable is itself dependent on another variable? Such
variables are called functions
(or occasionally, dependent variables),
and the variables they depend on are called parameters.
For example:
Imagine a
scenario in which you have a sealed
container sitting in an oven, and for some reason, you want to know the
air pressure inside the container.
Let's make P
stand for pressure and T
be the temperature in degrees celsius. Suppose that the
pressure
is dependent solely on the temperature inside the container. This is
written as P(T). In mathematical
jargon, we'd say that "P
is a function
of T."
So P(T=0), or simply P(0), is equal to
the pressure at zero degrees celsius, P(10) is the
pressure at 10ºC and so on...
P(T) itself is simply
equal to an expression, involving T,
that evaluates to (i.e. is equal to) the pressure at temperature T.
So, for example, if P(T) = 5.66T + 300,
then P(0) =
5.66×0 + 300 = 300,
and P(10) =
5.66×10 + 300 = 56.6 + 300 = 356.6
Note that here, we're assuming that the sealed case has a rigid,
non-flexible shape - in other words, the container's volume is
constant. Otherwise, the container's pressure would be a function of
both temperature and volume, and we'd write P(T, V).
Composite functions
In the example above, what I didn't mention is that while P (pressure) is a
function of T
(temperature), the temperature inside the case is itself a function of
how long the case has been inside the oven. Let's assume that this is
the only
parameter that affects the temperature inside the case (i.e. any others
are carefully controlled and held constant). So, we can write T = T(t), where t is the elapsed
time in seconds.
So, we have two functions; one, P(T), which gives
pressure in terms of temperature, and another, T(t), that gives
temperature in terms of time elapsed. We can actually combine the two
together into one composite function
to get pressure directly
from the time elapsed.
We write: (P
o T)(t)
P o
T (read as "P composed with T")
simply means "work out what T(t) equals, then
work out P(T) using
and use the result as the parameter for the function. In other words, (P o
T)(t) means P(T(t)).
Powers of functions
Suppose you want to use a power of a function in an equation. For
example, f(x) squared, or f(x) cubed. Never,
ever, write this as f(x)2
or f(x)3,
as this leads to ambiguity regarding exactly what is to be raised to
the power - is it meant to be f(x2),
f×(x)2
or (f(x))2?
Mathematics should never contain such ambiguities! Instead, just write f2(x), which means "f squared, as a
function of x," and is equivalent to writing (f(x))2.
Conditions
Often, along with a function, there are associated conditions which
restrict the possible parameters for that function. For example, the
following function has the condition that its parameter, x, must be greater
than or equal to 0:
f(x) = 4x2
+ 7x +
6, x
≥ 0
That means that f(x)
is equal to 4x2
+ 7x + 6
iff (iff
means "if and only if") x
≥ 0.
What if x
is less than zero? I haven't given a definition of what f(x) is equal to in
this case, so it is said to be undefined.
In other words, it doesn't make sense to look at what f(x) is equal to for
x <
0, because this would break the x
≥ 0 relation and thus render the function nonsensical. If x < 0,
f(x) simply isn't equal to anything.
It's undefined.
But why
can't x be
less than zero for this function? In this case, I haven't given a
reason. It's a hypothetical function with a hypothetical condition on
its parameter. But
there are many cases in the real world where similar conditions apply;
for instance; if you ever have the opportunity to visit the south pole
on foot, try
walking further south then the south pole. You can't be a negative
distance from the south pole! This is an example of a
not-so-hypothetical condition on a parameter.
Sometimes; a function has two (or more) definitions - one for if a
condition is met, and another which applies if the condition is not met
(or a different condition is met). For example:
Note that since f(x) can only be equal to a single number for a given value of x, it's important to write the conditions such that only one definition of f(x) applies for any one value of x. Otherwise, the two definitions would contradict each other.
Remember: functions act
just like
variables (and other numbers) in equations. The only difference is that
they are themselves dependent on certain variables (parameters).
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