javascript-algorithms

Complex Number

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A complex number is a number that can be expressed in the form a + b * i, where a and b are real numbers, and i is a solution of the equation x^2 = βˆ’1. Because no real number satisfies this equation, i is called an imaginary number. For the complex number a + b * i, a is called the real part, and b is called the imaginary part.

Complex Number

A Complex Number is a combination of a Real Number and an Imaginary Number:

Complex Number

Geometrically, complex numbers extend the concept of the one-dimensional number line to the two-dimensional complex plane by using the horizontal axis for the real part and the vertical axis for the imaginary part. The complex number a + b * i can be identified with the point (a, b) in the complex plane.

A complex number whose real part is zero is said to be purely imaginary; the points for these numbers lie on the vertical axis of the complex plane. A complex number whose imaginary part is zero can be viewed as a real number; its point lies on the horizontal axis of the complex plane.

Complex Number Real Part Imaginary Part Β 
3 + 2i 3 2 Β 
5 5 0 Purely Real
βˆ’6i 0 -6 Purely Imaginary

A complex number can be visually represented as a pair of numbers (a, b) forming a vector on a diagram called an Argand diagram, representing the complex plane. Re is the real axis, Im is the imaginary axis, and i satisfies i^2 = βˆ’1.

Complex Number

Complex does not mean complicated. It means the two types of numbers, real and imaginary, together form a complex, just like a building complex (buildings joined together).

Polar Form

An alternative way of defining a point P in the complex plane, other than using the x- and y-coordinates, is to use the distance of the point from O, the point whose coordinates are (0, 0) (the origin), together with the angle subtended between the positive real axis and the line segment OP in a counterclockwise direction. This idea leads to the polar form of complex numbers.

Polar Form

The absolute value (or modulus or magnitude) of a complex number z = x + yi is:

Radius

The argument of z (in many applications referred to as the β€œphase”) is the angle of the radius OP with the positive real axis, and is written as arg(z). As with the modulus, the argument can be found from the rectangular form x+yi:

Phase

Together, r and Ο† give another way of representing complex numbers, the polar form, as the combination of modulus and argument fully specify the position of a point on the plane. Recovering the original rectangular co-ordinates from the polar form is done by the formula called trigonometric form:

Polar Form

Using Euler’s formula this can be written as:

Euler's Form

Basic Operations

Adding

To add two complex numbers we add each part separately:

(a + b * i) + (c + d * i) = (a + c) + (b + d) * i

Example

(3 + 5i) + (4 βˆ’ 3i) = (3 + 4) + (5 βˆ’ 3)i = 7 + 2i

On complex plane the adding operation will look like the following:

Complex Addition

Subtracting

To subtract two complex numbers we subtract each part separately:

(a + b * i) - (c + d * i) = (a - c) + (b - d) * i

Example

(3 + 5i) - (4 βˆ’ 3i) = (3 - 4) + (5 + 3)i = -1 + 8i

Multiplying

To multiply complex numbers each part of the first complex number gets multiplied by each part of the second complex number:

Just use β€œFOIL”, which stands for β€œFirsts, Outers, Inners, Lasts” ( see Binomial Multiplication for more details):

Complex Multiplication

In general it looks like this:

(a + bi)(c + di) = ac + adi + bci + bdi^2

But there is also a quicker way!

Use this rule:

(a + bi)(c + di) = (ac βˆ’ bd) + (ad + bc)i

Example

(3 + 2i)(1 + 7i)
= 3Γ—1 + 3Γ—7i + 2iΓ—1+ 2iΓ—7i
= 3 + 21i + 2i + 14i^2
= 3 + 21i + 2i βˆ’ 14   (because i^2 = βˆ’1)
= βˆ’11 + 23i
(3 + 2i)(1 + 7i) = (3Γ—1 βˆ’ 2Γ—7) + (3Γ—7 + 2Γ—1)i = βˆ’11 + 23i

Conjugates

We will need to know about conjugates in a minute!

A conjugate is where we change the sign in the middle like this:

Complex Conjugate

A conjugate is often written with a bar over it:

______
5 βˆ’ 3i   =   5 + 3i

On the complex plane the conjugate number will be mirrored against real axes.

Complex Conjugate

Dividing

The conjugate is used to help complex division.

The trick is to multiply both top and bottom by the conjugate of the bottom.

Example

2 + 3i
------
4 βˆ’ 5i

Multiply top and bottom by the conjugate of 4 βˆ’ 5i:

  (2 + 3i) * (4 + 5i)   8 + 10i + 12i + 15i^2
= ------------------- = ----------------------
  (4 βˆ’ 5i) * (4 + 5i)   16 + 20i βˆ’ 20i βˆ’ 25i^2

Now remember that i^2 = βˆ’1, so:

  8 + 10i + 12i βˆ’ 15    βˆ’7 + 22i   βˆ’7   22
= ------------------- = -------- = -- + -- * i
  16 + 20i βˆ’ 20i + 25      41      41   41

There is a faster way though.

In the previous example, what happened on the bottom was interesting:

(4 βˆ’ 5i)(4 + 5i) = 16 + 20i βˆ’ 20i βˆ’ 25i

The middle terms (20i βˆ’ 20i) cancel out! Also i^2 = βˆ’1 so we end up with this:

(4 βˆ’ 5i)(4 + 5i) = 4^2 + 5^2

Which is really quite a simple result. The general rule is:

(a + bi)(a βˆ’ bi) = a^2 + b^2

References