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An introduction to the concept of functions, including their definition, domain, co-domain, range, and strictly increasing and decreasing properties. It covers the vertical line test, the distinction between domain and co-domain, and examples of functions with different properties. The document also includes exercises for the reader.
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Let X and Y be sets of real numbers. A (numerical) function (from X to Y ) is intuitively described as a “rule” that associates to each number x from the set X one, and only one, number y in the set Y. To speficy such a rule is to specify, for each value x in X, the corresponding value y in Y , i.e. to write down all the ordered pairs (x, y),
where x is in X, and y is the unique number in Y associated to x. Of course, if X contains infinitely many numbers, one cannot physically write down all such pairs. However, the size of X is a separate issue: even for an infinite X, one can meaningfully speak of specifying, in principle, for each x in X some value y in Y. (Often, even with X infinite, this description can be given by a formula which, essentially, tells how to compute y = f (x) from x. Most of the functions in this course will have infinite domain and a formulaic description.) Thus, describing a function amounts to describing–if only in principle–a collection of ordered pairs. One can therefore give the following, precise, definition of a function.
Definition. A function from X to Y is a set of ordered pairs
(x, y)
such that
Each number x in X is then called a value of the argument, and the corresponding y is the value of the function at x.
A function is frequently denoted by a symbol, e.g. the letter f , that can be conveniently reffered to later. If y is the value of the function f at x, one writes y = f (x)
The last bulleted condition in the above definition is often called the vertical line test, for the following reason. If f is a function from X to Y , the collection of all points
(x, y), where y = f (x),
in a coordinate plane is called the plot of f in that plane. The coordinate axis containing the values of Y is typically drawn vertical. If the plot were to contain two points of the form (x, y 1 ) and (x, y 2 ), with y 1 6 = y 2 , then one would be able to draw a “vertical” line through both points. Thus, no vertical line should be able to cross the plot of a function more than once; this is the content of the vertical line test.
Definition. If f is a function from X to Y , one calls X the domain of f , and Y the co-domain of f.
Let f be a function from X to Y. The co-domain Y may contain numbers that are not values of f for any x.
Example. Take X = { 1 , 2 , 3 , 4 }
and Y = { 1 , 2 , 3 },
and define f by the table x y 1 1 2 1 3 1 4 2
The codomain is Y = { 1 , 2 , 3 }, but the range is { 1 , 2 }: the function does not take the value 3 for any value of the argument.
Example. Take X and Y to consist of all real numbers, and let f (x) = sin(x). Then Y contains the value 2, which is never attained by the sine function.
It is therefore useful to distinguish, among the numbers in Y , those that are values of the function f for some value of the argument.
Definition. If f is a function from X to Y , then the set of all y in Y such that
y = f (x) for some x in X
is called range of f.
Problem. In each of the above examples, determine the range of the function.
Note the order in which we specify a function: first the domain, then the co-domain, then the function. Under this order of definitions, a question of the kind “Determine the domain of the given function” makes no sense.
Functions and Inequalities
The Law of Transitivity: IF a < b and b < c,
then a < c The Triangle Inequality: |a + b| ≤ |a| + |c|.
Definition. A function f from X to Y is strictly increasing if
x 1 < x 2 implies f (x 1 ) < f (x 2 ) for all x 1 , x 2 in X
(In words: a function is strictly increasing if it preserves the ordering <.)
Definition. A function f from X to Y is strictly decreasing if
x 1 < x 2 implies f (x 1 ) > f (x 2 ) for all x 1 , x 2 in X
Examples. In all the following examples, the domain the co-domain of the function consist of all the reals, unless otherwise indicated. The symbo a denotes a constant real number. The symbol c denotes a positive constant: c > 0.