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Lecture notes

WTW165 lecture notes for Calculus and Linear Algebra (Tuks)

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These notes act as a full study guide for the topics covered in WTW165 at Tuks. The notes focus more on ensuring that each concept is understood with a few examples to illustrate concepts. The notes are focused on explanation of each concept in each unit and explain all the theory in an easy to understand way. These notes work very well in following the lectures done by Prof Homann and would be useful to take into lectures where extra examples would help you to understand how to apply the theory.

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Institution
Module

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Uploaded on
December 21, 2025
Number of pages
32
Written in
2025/2026
Type
Lecture notes
Professor(s)
Jonathan homann
Contains
All classes

Subjects

Content preview

Theme 1 -
unit 1.

describe a function
>
estimate function values and intersections

>
lise the graph of
a function




Describing a function Definition of a function

& Stuff in (input) * function is a rule which takes numbers



4)
as inputs and assigns to each input exactly
functione One output
- Stuff out (output) ↳ more than one output = not a function

One
thing in
gives one thing out
V
functions can't

restrictions
work with all values and have
& inconscion ⑧





eg -x =
0 kills the function one output per input
The input is the independent variable Idoesn't need unique outputs)

: the output is the dependent variable



Always work with real numbers (R) to get real outputs from real inputs


function
↓ isinput label
function notation

Ab
label 3
as A(i) in
C =



↳ doutput label outd &
function

xY M
>
- function
The vertical line test X



I
X & function
Shows if a graph isa X
-



X
function
S
X
> x <X S

~
not ad ↳
More than one V

function
crossing at a point = not a function



The collection of inputs of a function is the domain of a function describes the
function/
· the collection

f
of outputs of a function is the
range of a function function tells US what
it does &
3 A =+(f)
L
if 1259 e
"
ep .
: it seems reasonable to conclude that A =
=
2
A 14258 output e &
in put



↓ belongs
to the
sety
3 3
[3
Set notation
R both have exactly
:
anything inside nat means
↑ &
the
condition to
same meaning
indicates a set to be in "

"such that be in the set
set
ep .
31 ,
2
,
33 the


read as real
describes the set : the get containing a such a
that is a


containing 1 2
,
and 3 number

,> additional conditions can be added by comma between them
using a

eg .
Exlece ,
O 3
the such that number between 0 and I,
set
containing is real
·
a I a


including 0 and excluding 1 (meaning
>
abuse of formal notation doesn't introduce o as the subject but means the same



Esler 3 3 Sceloxx 3
We will always
,
O > I
work with real numbers

formal notation abuse of formal notation so can drop E

Ex 1013 or Soker 0x13 ,
or
Soceloxe
All of these notations mean exactly the same
thing h

Interval notation
set notation :
Secloce ,
axx b3
take two
where a
real

is less
numbers
than
"Quick" notation :
(cc1D_x b 3 >



b (a<b) fix/ number
[C by
and smaller has to be
Interval notation :
,

get the numbers written first

When a or b are included in the set then a square bracket] is used
~
when a or b are excluded in the set then a round bracket) is used

can find of real
you numbers numbers-
·

an infinite amount between two > a

"
continuous" set of numbers

·



interval straight line
ray
· ·


·

interval types : (closed interval] ,
Copen interval) , [half open) ,
(half closed]
·

can also show if a point on a function is included or excluded
↳ o =
excluded
g ⑧
= included I I >R
Note :
* the arrow on the end of a line shows which direction numbers are

increasing. Only use >
-

on a Cartesian plane or number line and NOT the

infinite lines on functions (just use a line without a dot on the end
a b C d
·

the Overlap is called the intersection I I I I >R
⑧ ⑨
O 8
↳ means "and"-what the Sets have in common g ⑨

> AlB = A and B at the same time intersection : [a c]n (b d)
,
.
= (b , C]
union : [a c]u(b d) [a d)
"
·
a union means " or , ,
=
,



↳ and
puts sets intervals together
~ AUB =
either A or B



Domain : all allowed values as inputs of a function
↳ written as : dom (f) ,
domf or 7(f)
ep dom (f)
.
=
SolecER ,
f() exists

,Range : all output numbers of a function
have to include the restriction
&
range (f)
↳ written as : or R(f)

ep range (f)
.
=
EylyER , y
= f(x) for some oce dom (f)3

NB ! Graphs are always read from left to
right to determine increasing or
decreasing



&gincreasing
↳ a function f , ,
is increasing at an interval if
decreasing 1


the f(x) value is increasing as the s value

is increasing
~ a function I , ,
is
decreasing at an interval if

the f(x) value is decreasing as the x value

is
increasing

↑ fled = i in the
figure is always decreasing
GoIE
domce) 03
3
= but e *
> get notation
ExxxeR 03
7
x =
=




,



=
(-0 , 0)U(0 ,
0) Sinterval notation




Concavity : a function f , ,
is concave up at an interval if the graph of f lies
above all of its
tangent lines on the interval




V
a
concave

up
parabola exponential

↳ from
concavity can
change concave up to concave down and visa-versa
~
concave down a function f is down interval if f
concave at the
graph of
:
, ,
an

lies below all of its tangent lines on the interval
&
Concave down y



M -
parabola


logarithm



Unit 1 .
2
Concept : some numbers are fixed and have
symbols associated
↳ Eller's number is denoted as "e"
natural log the oe
loges == In-
the
·
e- >
,




-

When talking about the exponential function= e
-

when talking about the logarithm
=
Inc
Some functions to know

1..) linear functions

y
mx +
cary = ax + b
=




·

D. DER are constants in a
given equation
domain (ax + b) R
·
=

, range of deta is dependent
·

on a

=

when a =
0.:
y
= b.:
range = Eb3
When a to then R if using value e mac, C
-




range y
+
= =
,


M mx + C
x= k + N -m = 0 -
y =
: (x mx + d
E < &m ,



m = undefined y = C
o
is positive
C
> >
·
different form

m is
negative just a :



-y = ax + b -
a straight line is just x' + C
>
a linear function : (constant) (independent variable)' + constant




3
>
the best description of a linear function is Ax +
By =

Ax and
By Can't both be O time important for
·

at the same

0 0 is & A and B the linear
tautology are constants algebra
·
=




·

0 =
5 is contradictory
↳ A = 0
,
BE0 :
By = C :
y =
= (horizontal line)
C
AO B 0 : Ax C :
(vertical line)
>
y a
= = =
,



- At0
,
B0 : Ax +
By =
y
= -x +
= (increasing or decreasing
2) exponential functions linear function (
↳ q b
y or
y
= =


b



#increas >
=




-
-


a
decreasing
S
p
-
= Te
-
- I



y
=
p
-



-y
- -




= 0


<
prefer to have a whole number and negative exponent for
decreasing functions
>
important exponential function f(x) e
y
: = =



-

domain (f) = D

-range (f) (0 x) =
,


.
3)
) logarithmic function

y
=
logb(x) or
y
=
loga(x)



opp-inverse
of increasing exponential functione




function
y
=
loga(x) inverse of decreasing exponential
-




=
>
10pp()

-


lopal = 0 and logay is undefined when
y

3
-

domain(f) = (0 ) inverse of exponential
,


-



range (f) = R
<
the important logarithm is the natural logorithm : In
4. ) functions
power

y
= ax ,
deSPICE ,
a+
03
>
Special cases : a= 1 ,
neX
-




y = ax" = x
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Hi, I'm Kelly! I achieved 9 Ieb distinctions at the end of my matric year in 2024 with an average of 88%. As of first year at Tuks I have achieved an overall average of 80% (pass with distinction) while studying a BVSc. I would love to share my notes with you to make your matric year and first year of university easier and help you to achieve your academic goals.

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