mat01a1: functions and mathematical models · i e-quiz 1 (questions about the content of the...
TRANSCRIPT
Introduction
Who:
Dr Craig
What:
Lecturer & course coordinator for MAT01A1
Where:
C-Ring 508 [email protected]
Web:
http://andrewcraigmaths.wordpress.com
Important information
Lecture times: Tuesday 08h50 – 10h25
Wednesdays 17h10 – 18h45
Lecture venues: C-LES 102, C-LES 103
Tutorials: Tuesday afternoons
13h50 – 15h25: D-LES 104 or D-LES 106
OR
15h30 – 17h05: C-LES 203 ONLY
Lecturers’ Consultation Hours
Monday:
12h00 – 13h30 Ms Richardson (C-503)
Wednesday:
15h00 – 16h00 Ms Richardson (C-503)
Thursday:
11h20 – 12h55 Dr Craig (C-508)
Friday:
11h20 – 12h55 Dr Craig (C-508)
e-Quizzes
I e-Quiz 1 (questions about the content of
the Learning Guide) closes at 23h59 on
Wednesday night.
I e-Quiz 2 (questions about Appendices)
closes at 23h59 on Thursday night.
Complex numbers
We don’t cover Complex Exponentials at the
end of Appendix H.
Note: these lecture slides should be inused in conjunction with the textbook.These slides do not tell the full story.You must read the sections from thetextbook and complete the prescribedtutorial exercises in order to fullyunderstand each section.
Introduction to functions
Four examples of functions:
I The area of a circle depends on the
radius: A = πr2.
I Population of the world depends on time:
P (1950) = 2, 560, 000, 000.
I The cost of posting a package depends on
the weight: C(w).
I The vertical ground acceleration during
an earthquake: S(t).
Example:
A rectangular box with an open top has a
volume of 10m3. The length of the base is
twice its width. Material for the base costs
R10/m2 and material for the sides costs
R6/m2. Express the cost of the materials as
a function of the width of the base.
Solution:
C(w) = 20w2 +180
w, w > 0
Domain and range of functions
A function f is a rule which assigns to each
element x in a set D exactly one element,
f (x), in a set E.
The set D is the domain of f . The range of
f is the set of all possible values of f (x) as
x varies through the domain.
A symbol representing an arbitrary element
of the domain is called an independent
variable and a symbol representing an
arbitrary element of the range is a dependent
variable. In the example of the circle: r is
the independent variable while A is the
dependent variable.
Graphs of functions: a common way of
representing a function is by a graph.
Formally, the graph of the function f is the
set of ordered pairs {(x, f (x)
)| x ∈ D }.
7
1
4
1 4 7
Dom(f)= [1,6] and Ran(f)=[1,7]
Examples
Sketch the following functions and find their
domain and range:
(a) f (x) = −3x + 4
(b) g(x) = x2 − 2
(c) h(x) = secx
Representations of functions
There are four ways to represent a function:
I Verbally (describe in words)
I Tables
I Graphically
I Algebraically
The vertical line test
How do we know if a curve is a function?
A curve in the xy-plane is a function of x if
and only if no vertical line intersects the
curve more than once.
Piecewise defined functions
We are already familiar with one example of
a piecewise defined function, the absolute
value function:
f (x) = |x| =
{x if x > 0
−x if x < 0
Now sketch the function
f (x) =
{−x + 2 if x 6 1
x2 if x > 1
Example: step functions
Consider the cost of travelling on the Rea
Vaya bus. Here x is the number of km
travelled and C(x) is in rands:
C(x) =
7.0 if 0 6 x 6 5
8.5 if 5 < x 6 10
10.5 if 10 < x 6 15
12.5 if 15 < x 6 25
13.5 if 25 < x 6 35
14.5 if 35 < x
Symmetry in functions
If a function f satisfies
f (−x) = f (x) for all x ∈ D
then f is an even function.
Examples:
I f (x) = x2
I f (x) = cos(x)
I f (x) = |x|Another way of defining an even function is
to say that it is a reflection about the y-axis.
Symmetry in functions
A function is odd if
f (−x) = −f (x) for all x ∈ D
Examples:
I f (x) = x
I f (x) = sin(x)
I f (x) = x3
An odd function is a reflection about the
origin. A necessary condition for a function f
to be odd is that it must have f (0) = 0.
Increasing and decreasing functions
A function f is increasing on an interval I if
whenever x1 < x2, we have f (x1) < f (x2).
A function f is decreasing on an interval I if
whenever x1 < x2 we have f (x1) > f (x2).
Example: Is the function f (x) = cosx
increasing, decreasing, or neither over the
following intervals:
(a) x ∈ [π, 3π/2]
(b) x ∈ [0, π/2]
(c) x ∈ [π/2, 3π/2]
Mathematical models
A mathematical model is a mathematical
description, using a function or an equation,
of a real-world problem.
If y is a linear function of x then the graph is
a straight line:
y = mx + c
where m is the slope of the graph, and c is
the y-intercept.
Example of a linear model: The length
of a newly born snake is 10cm and after 3
months the length is 25cm. It grows the
same amount each month.
(a) Express length as a function of time
(in months) where the D = [0, 12].
(b) Draw the graph of the length
function.
(c) What is the length of the snake
after 9 months?
Functions from data: If we don’t have a functionto work from, we can try to determine a functionusing empirical data.
Year Number of registered cars in SA
2005 4,500,000
2006 4,670,000
2007 4,890,000
2008 5,100,000
2009 5,310,000
2010 5,540,000
2011 5,770,000
2012 5,900,000
For the last example we can try to find a
function which fits the data by calculating
the slope of the line which goes through the
first and last points.
m =5, 900, 000− 4, 500, 000
2012− 2005
Therefore m = 200, 000.
To be more accurate, we can use a statistical
technique known as linear regression.
Polynomials
These are functions of the form:
f (x) = an.xn+an−1.x
n−1+. . .+a2.x2+a1.x+a0
where a0, . . . , an are constants. If the
leading coefficient an 6= 0 then f (x) is a
polynomial of degree n.
I polynomial of degree 1 = linear function
I polynomial of degree 2 = quadratic
function
I polynomial of degree 3 = cubic function
Power functions
These are functions of the form
f (x) = xa
Note that a can be
I a positive integer
I a = 1n where n is a positive integer
I a negative integer, so f (x) = 1xa
Rational functions
A rational function f is a ratio of two
polynomials
f (x) =P (x)
Q(x)
Example:
f (x) =2x4 − x2 + 1
x2 − 4
Algebraic functions
An algebraic function is one that can be
formed by using the algebraic operations of
addition, subtraction, multiplication, powers,
division and taking roots.
Note: any rational function is automatically
an algebraic function.
Examples:
f (x) =√x2 + 1 h(x) =
x4 − 16x2
x +√x
Trigonometric functions
Functions that express the ratio between x, y
and r when angles are plotted on the
xy-plane.
I sinx
I cosx
I tanx
I cscx
I secx
I cotx
Exponential functions
These are functions of the form
f (x) = ax
where a > 0 is constant.
Examples:
I f (x) = 2x
I f (x) = 0.5x
I f (x) = ex
Logarithmic functions
f (x) = loga x where a > 0 is a constant
(also known as the base). Logarithmic
functions are the inverse of exponential
functions. That is,
if y = ax then loga y = x.