Summary
Complex
numbers can be represented in cartesian form (a + bi) or in polar
form (r*e^(i * theta) ). The magnitude of a complex number
is found by multiplying by its complex conjugate (a-bi) and then
taking the square root of the product. In polar form, r is
the magnitude.
Imaginary Numbers: What are they?
Easy
answer: The square root of -1 is represented by the number
"i". "i" looks like a variable but it
is not; it is the number such that its sqaure equals negative one.
The square roots of other negative numbers can be represented in
terms of i. For example, the square root of -9 is 3i.
Tricky
stuff: How a negative number can even have a square boggles
the mind. That's why "i" is imaginary, I suppose,
but the fact that we defined and use it is funky. Another
point: don't all numbers have two square roots?
The square root of 9 is 3 and -3. What about -1? It
should have two roots as well (since we said that it is allowed
to have roots). Maybe -i will work as well (just like -3 works
for 9). Well, if we square -i we get
(-i) * (-i) = (-1)i * (-1)i = i * i = -1.
Another
point: imaginary numbers have real squares. Why? When you square
a number b*i (like 3i, or -6i), you get:
(bi)*(bi) =(b * b)(i * i) = -(b^2).
So
no matter what number b you choose, you get a real result.
Fourth powers are another matter, but sticking to squares we are
safe.
Whoa.
So +i and -i have the same square. Why do we choose one over
the other? I shall return to this shortly, but for now I will
let the excitement build.
Complex Numbers
We
now have two types of numbers: real, which are all the regular
numbers you know and love, and imaginary numbers, the numbers that
are square roots of negative numbers. It is easy to tell them
apart: imaginary numbers have an "i". Real numbers
don't. Now, complex numbers are numbers which
have two parts: a real part and an imaginary part. One way
to write them is like this: a + bi. "a"
is the real part (no i) and "bi" is the imaginary part
(has an i). An example of some complex numbers are:
3 + 4i a=3, b=4
3
a=3, b=0
-6i a=0,
b=-6
As you can see, every number can be written as a complex number.
Some numbers, like 5 or -9 don't have imaginary parts, and other
numbers, like 3i, don't have real parts. Complex numbers are commonly
written in the form
z
= a +bi (z is complex, a and b are real).
Notice
that z is a single number. It has two components, but it is
still one number. Think of it in terms of fractions: a fraction
is a single number that has two parts: a numerator and a denominator.
In general, each component of the fraction is different from the
fraction itself. The same goes for complex numbers: z
has two components (1 real and 1 imaginary), and each component
alone is (generally) different from z. The components combine
to create the complex number z.
Graphing
Complex Numbers
Using a + bi notation, we can even draw
complex numbers on the complex plane. We are used to x and
y axis: we plotted points as (x,y) pairs. Now, instead of
having x and y coordinates, we have real and imaginary coordinates.
Notice how the complex numbers can be broken down into (a,b) pairs.
3+4i becomes (3,4) on the complex plane.
We
draw a vector from the origin (0,0) to the point (a, b) that represents
the complex number. 3 +3i looks like this, with imaginary
numbers on the vertical and real numbers on the horizontal:
|
This
is just like a normal graph, except we have changed the labels
on the axes... |
You
probably know that a point can be represented in cartesian or polar
coordiantes. Cartesian coordiantes are in the form (x,y) and
give the two (or more) components of a point. Polar coordinates
use a direction and magnitude, and have points in the form (r, theta).
For
example, the point (1,1) in cartesian is (2^.5, 45) in polar.
45 represents the direction (45 degrees above the horizontal) and
2^.5 represents the amount of distance to go (thank you Pythagoras).
The angles start at zero and go counter-clockwise. To go 1 unit
downward:
cartesian: (0,-1)
polar:
(1, 270).
To
convert between the two:
Cartesian: ( a, b)
Polar: r = sqrt(a^2 + b^2) [Pythagoran thm],
theta = arctan(b/a)
Polar:
( r, theta )
Cartesian: a = r*cos(theta) b
= r*sin(theta)
You don't have to memorize these by any means. Draw a triangle and
you can figure it out (link). It's better to learn the intuition
behind a concept and derive it when you need it. Intuition is hard
to forget; formulas are easy.
[An
aside: To express a point in two dimensions you need two peices
of data. We are used to the data coming in an (x,y) pair.
Now we see it can also be represented as an (r, theta) pair.
Are there any more ways to represent a point on a plane? To represent
a point in three dimensions, we need three pieces of data. There
are a few ways to do this (link).]
You will probably seen theta written in terms of radians. Polar
coordinates may seem like a hassle: we have to take our complex
number and figure out the magnitude and direction. With cartesian
coordinates, it is simply (a, b). The next section will justify
why we use polar.
Incredible
Math Relation
Ok,
I'll admit that very few things in math can be called "exciting".
Intersting, maybe (don't roll your eyes) but exciting? This,
my friends, is one of those rare moments. I was in hysterics
when I first learned of it. The relation is:
This
formula is just... amazing. It relates e, which is an irrational
(infinite decimal places) and funky number to begin with, to i,
an imaginary numbers, and also to sine and cosine, which are just
regular functions that have rational values . Whoa.
To see why it is true, click here. For example, e^(i*pi) =
-1. That equation has two irrantional numbers, and somehow
the exponential e pops out a negative number. Ok, that's enough
blathering about the beauty of that equation, let's see what it
can do.
Suppose we multiply both sides by some number r. Then we get:
Let's look at this for a bit. It is
strikingly similar to some of the equations for converting between
cartesian and polar coordinates. Indeed, (rcos(theta),
rsin(theta)) is the (x,y) pair for a point originally expressed
in (r, theta) form. But the sin has an i term, so the number
is complex. Now we have an (a,b) term, with a = rcos(theta)
and b = rsin(theta).
We have found the polar form for complex numbers. Instead
of being an (r, theta) pair we can write any complex number z as:
z
= a +bi or z = re^(i*theta)
The
rules for converting between the two are the same. r = sqrt(a^2
+ b^2) and theta = arctan(b/a)
If we choose the right numbers for r and theta, then z = a +bi =
re^(i * theta). This is all thanks to the beauty of the above
formula.
Complex
Conjugates and Magnitudes
Remember how you were at the edge of your
seat wondering why we choose +i instead of -i as the square root
of -1? Now we can see where it comes in.
The normal method of finding a magnitude
is to square a number and then take its square root. For positive
real numbers this just gives us the original number, and for negative
real numbers (like -9) it will give the absolute value (its magnitude).
Thus, both 9 and -9 have the same magnitude of 9. They
are the same distance from the origin, just in different directions.
Complex numbers aren't quite so simple.
Taking 1 + i as an example, if we try and square this and take the
square root we get: magnitude(?) = sqrt((1+i)^2)
= sqrt(1 +2i -1) = sqrt(2i). But we showed earlier that imaginary
numbers can't have square roots. (LINK WHY). Uh oh.
Complex conjugates save the day. Because
our decision to define i as positive was arbitrary, we can't exclude
the possibility of a negative i. We define the complex
conjugate of (a + bi) as (a - bi). If z is a complex
number, its complex conjugate is usually written as z with a bar
over it. Now, instead of squaring a complex number then taking
its square root, we multiply it by its complex conjugate then take
the square root. For any number (a + bi) we get
Magnitude
= sqrt( (a+bi) * (a -bi) ) = sqrt(a^2 +abi -abi
+ b^2) = sqrt(a^2 + b^2).
It
looks just like the formula for regular cartesian coordinates!
(Pythagorean theorem to find lengths). Thus, the magnitude
of (3 + 4i) is sqrt(9 + 16) = 5. On a last note, if you want
to find the complex conjugate of any complex number, just
switch all the i's to "-i". It doesn't matter if
they are in exponentials or denominators or inside square roots:
just switch them all. For complex numbers in polar form (re^(i*theta)),
the magnitude is just r.
The polar form of imaginary numbers is useful
because multiplication becomes addition when you are dealing with
exponentials. This is much, much easier than expanding out
loads of cosine and sine terms. Also, you don't have to remember
the sine and cosine angle addition formulas; the exponentitals can
do it for you. This is very useful when you are analyzing
circuits.
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