We finished our list of proof techniques, adding implication ([math]\href{/cs2800/wiki/index.php?title=%5CRightarrow&action=edit&redlink=1}{\Rightarrow}
[/math]) and existentials ([math]\href{/cs2800/wiki/index.php/%5Cexists}{\exists}
[/math]). We then defined functions and discussed some examples.
Proof techniques continued
There exists x such that P
If P then Q
Logical negation
Table of proof techniques
Functions
If
[math]A
[/math] and
[math]B
[/math] are sets, then a
function from [math]A
[/math] to [math]B
[/math] (written
[math]f : A \href{/cs2800/wiki/index.php/%E2%86%92}{→} B
[/math]) is an
unambiguous rule giving, for
every input
[math]x \href{/cs2800/wiki/index.php/%E2%88%88}{∈} A
[/math], an output
[math]f(x) \href{/cs2800/wiki/index.php/%E2%88%88}{∈} B
[/math].
[math]A
[/math] is called the
domain of
[math]f
[/math];
[math]B
[/math] is called the
codomain.
When giving a function, you must indicate the domain, the codomain,
and an unambiguous rule giving an output for every input.
The output of a function is unambiguous if there is only one output for any input. It is especially important to check this when the input of the function can be written in different ways. For example, [math]f : \href{/cs2800/wiki/index.php/Enumerated_set}{\{1,2\}} \href{/cs2800/wiki/index.php/%5Cto}{\to} \href{/cs2800/wiki/index.php/%E2%84%95}{ℕ}
[/math] given by [math]f(1) := 2
[/math], [math]f(2) := 2
[/math], and [math]f(1+1):=4
[/math] is not unambiguous, because [math]2 = 1 + 1
[/math] so it is not clear if [math]f(2) = 2
[/math] or [math]f(2) = 4
[/math].
Specifying functions
When giving a function, you must indicate the domain, the codomain,
and an unambiguous rule giving an output for every input. There are many,
many ways to do this, as long as the output is clear. We gave a few examples
during lecture:
direct specification
We can define the output of the function directly:
let [math]f(x) : \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ} \href{/cs2800/wiki/index.php/%E2%86%92}{→} \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math] be given by [math]f(x) := x^2
[/math]. The domain and codomain of [math]f
[/math] are both [math]\href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math]; the image is [math]\{y ∈ \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ} \href{/cs2800/wiki/index.php/%5Cmid}{\mid} y ≥ 0\}
[/math].
drawings
We can draw a function:
The domain of [math]f
[/math] is [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{a,b,c\}}
[/math], and the codomain of [math]f
[/math] is [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1,2,3\}}
[/math].
We might also write this as [math]f : \{a,b,c\} \href{/cs2800/wiki/index.php/%5Cto}{\to} \{1,2,3\}
[/math] is given by [math]f(a):=2
[/math], [math]f(b):=1
[/math], and [math]f(c):=3
[/math].
tables
Another way to draw a function is with a table:
x |
[math]f(x)
[/math]
|
a |
1
|
b |
1
|
c |
1
|
This almost describes a function; the domain is clearly [math]\{a,b,c\}
[/math] (because if there were any other domain elements, [math]f
[/math] would not be a function); and the rule is clear. However, the codomain is not clear: is it [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1\}}
[/math]? Or [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1,2,3\}}
[/math]? Or [math]\href{/cs2800/wiki/index.php/%E2%84%95}{ℕ}
[/math], or [math]\href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math]? When describing a function with a table, the codomain should be specified somewhere.
function description
A function need not have an algorithm for constructing the output; a description
of the output is also fine. For example, let [math]dji : Days \href{/cs2800/wiki/index.php/%E2%86%92}{→} ℝ
[/math]
give, on input [math]d
[/math], the closing Dow-Jones Industrial average on day
[math]d
[/math].
Function examples
You can write a function in many different ways; the important thing is that the domain is clear, the codomain is clear, and the output is clear (and unambiguous).
direct specifications
We can define the output of the function directly:
let [math]f(x) : \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ} \href{/cs2800/wiki/index.php/%E2%86%92}{→} \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math] be given by [math]f(x) := x^2
[/math]. The domain and codomain of [math]f
[/math] are both [math]\href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math]; the image is [math]\{y ∈ \href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ} \href{/cs2800/wiki/index.php/%5Cmid}{\mid} y ≥ 0\}
[/math].
drawings
We can draw a function:
The domain of [math]f
[/math] is [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{a,b,c\}}
[/math], and the codomain of [math]f
[/math] is [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1,2,3\}}
[/math].
We might also write this as [math]f : \{a,b,c\} \href{/cs2800/wiki/index.php/%5Cto}{\to} \{1,2,3\}
[/math] is given by [math]f(a):=2
[/math], [math]f(b):=1
[/math], and [math]f(c):=3
[/math].
tables
Another way to draw a function is with a table:
x |
[math]f(x)
[/math]
|
a |
1
|
b |
1
|
c |
1
|
This almost describes a function; the domain is clearly [math]\{a,b,c\}
[/math] (because if there were any other domain elements, [math]f
[/math] would not be a function); and the rule is clear. However, the codomain is not clear: is it [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1\}}
[/math]? Or [math]\href{/cs2800/wiki/index.php/Enumerated_set}{\{1,2,3\}}
[/math]? Or [math]\href{/cs2800/wiki/index.php/%E2%84%95}{ℕ}
[/math], or [math]\href{/cs2800/wiki/index.php?title=%E2%84%9D&action=edit&redlink=1}{ℝ}
[/math]? When describing a function with a table, the codomain should be specified somewhere.