225. Complex Numbers - JulTob/Mathematics GitHub Wiki
If one extends these functions by allowing complex values for the arguments, then there arises a harmony and regularity which without it would remain hidden.
- B. Riemann, 1851
Complex numbers extend the real number system by introducing the imaginary unit, denoted as
Complex numbers are defined as
-
$(c)$ is the real part. -
$(s)$ is the imaginary part. -
$(i)$ is the imaginary unit,$(i^2 = -1)$ .
z=3+2i
^
|
|
2i | ●
|
|
+--------------------------------->
3
For two complex numbers
$(z_1 + z_2 = (c_1 + c_2) + (s_1 + s_2)i)$ $(z_1 - z_2 = (c_1 - c_2) + (s_1 - s_2)i)$
^
|
|
|
2i | ● z₁ = 3 + 2i
|
i | ● z₁ + z₂ = 4 + i
|
+---1---2---3---4---5---6---7--->Real Axis
|
-i | ● z₂ = 1 - 1i
|
|
To multiply
$(z_1 \cdot z_2 = (c_1c_2 - s_1s_2) + (c_1s_2 + c_2s_1)i)$
For division, use the complex conjugate:
$(\frac{z_1}{z_2} = \frac{z_1 \cdot \overline{z_2}}{z_2 \cdot \overline{z_2}})$
The modulus of
$(|z| = \sqrt{c^2 + s^2})$
The argument of
Complex numbers can be expressed in polar form as
-
$(r)$ is the modulus. -
$(\theta)$ is the argument.
Euler's formula relates complex exponentials and trigonometric functions:
$(e^{i\theta} = \cos \theta + i\sin \theta)$
Finding roots of complex numbers involves polar form and De Moivre's theorem.
Complex conjugates are used in convergence tests for real and complex sequences.
Complex numbers find applications in various fields, including electrical engineering, signal processing, quantum mechanics, and fluid dynamics.
Complex numbers are a powerful mathematical tool for understanding and solving problems involving real and imaginary components. They have diverse applications and are fundamental concepts in mathematics and science.
Cardano: Math Duels

“What is real? How do you define real?” — Morpheus
In our world of real numbers, we’re confined to a single axis—the real axis. But what happens when we need to transcend that? Enter the world of complex numbers, where we can bend the rules, see beyond the obvious, and unlock new perspectives, just like Neo navigating through The Matrix.
“You’ve been living in a dream world, Neo.” — Morpheus
The imaginary unit,
In the world of real numbers, we’re told
where
In The Matrix, Neo is two people: his real-world self, known as Thomas Anderson, and his digital, imaginary identity—Neo. This duality mirrors complex numbers, which combine both a real part and an imaginary part to create something more powerful than either alone.
When Neo first enters The Matrix, everything looks familiar. But once he understands the code, he sees how the two realities—the physical world and The Matrix—intertwine. Similarly, we visualize complex numbers as points on the complex plane:
z = 3 + 2i
^
|
2i | ●
|
+-------->
3
- The horizontal axis is the real axis (what we're used to).
- The vertical axis is the imaginary axis, where
$i$ lives.
When you add two complex numbers, it’s like Neo teaming up with Morpheus or Trinity. Each of them exists in both Zion (the real world) and the Matrix (the imaginary world), and when they work together, they combine their real-world actions and their Matrix powers to achieve greater strength.
Imagine Neo and Trinity both as complex numbers:
- Neo is
$z_1 = c_1 + s_1i$ where$c_1$ is his real-world strength in Zion and$s_1$ represents his abilities in the Matrix. - Trinity is
$z_2 = c_2 + s_2i$ , with her own dual nature.
When they team up:
- In Zion: Their combined efforts (real parts,
$c_1 + c_2$ ) reinforce each other to fight back against the Sentinels. - In the Matrix: Their Matrix skills (imaginary parts,
$s_1 + s_2$ ) blend together, helping them overcome agents or hack into systems.
Just like adding complex numbers, their collaboration strengthens both their real-world and Matrix selves, making them more effective together than apart.
Scalar multiplication is like being powered up by an Operator in Zion. Imagine Kable (an Operator in Zion who enhances people’s missions) dialing up Neo’s abilities both in the Matrix and in the real world. This scalar (𝛼) is a real-world boost that affects both parts of Neo’s identity.
If Neo is represented by the complex number
- Kable, as a scalar, multiplies Neo by enhancing his strength:
- In Zion (real part): Kable might give Neo access to better tools, gear, or strategies, amplifying his real-world strength.
- In the Matrix (imaginary part): Kable boosts Neo’s hacking abilities, giving him faster reflexes or greater insight into the code of the Matrix.
This process of scaling up works equally on both Neo’s real-world and Matrix identities, just as scalar multiplication affects both the real and imaginary parts of a complex number.
Multiplying two complex numbers is more transformative: it’s like Neo awakening as The One, or Agent Smith awakening as a Virus and possessing Bane. It’s not just about increassing strengths; it’s how one influences the other. When contacted by Agent Smith, Thomas Anderson gets awaken into a greater reality and becomes Neo. When touched by Neo, Smith becomes the Virus, being able to access the real world through Bane. Neo gains access to the imaginary world and grows in power, and Smith can access the real world, and both increases power and then gets annihilated. Same can happen to imaginary numbers when multiplied together.
Let’s take Neo as
When Neo fights Smith, their interaction isn’t just a simple addition of strengths—it’s an explosive, reality-warping clash:
- In Zion (real part): Their real-world influence shifts and reshapes, like the physical destruction caused during their battle.
- In the Matrix (imaginary part): They warp the code of the Matrix itself, as Neo bends space, stops bullets, and flies, while Smith corrupts the system and spreads like a virus.
This kind of multiplication is about producing something new and different, blending both real and imaginary components into something new, something more powerful.
The complex conjugate is like Neo confronting his digital self—his imaginary existence in the Matrix. If Neo is z = c + si , then his conjugate \overline{z} = c - si reflects how he sees himself in the mirror of the Matrix, as Thomas Anderson, the ordinary human who exists outside the virtual world.
By multiplying Neo by his conjugate:
We get pure power, a measure of Neo’s true strength across both realities. This is called the modulus of the complex number, or the total combined power of Neo’s real and imaginary selves.
At the climax of The Matrix, Neo finally sees the true code. For complex numbers, the polar form is our key to understanding the full depth of their power:
-
$r$ is the modulus—Neo’s power level, representing the distance from the origin (like Neo's leap from ground level to sky-high). -
$\theta$ is the argument—the angle, or direction, Neo moves in as he manipulates space.
This is the master equation that gives total control over complex numbers:
With this, you can shift, rotate, and scale. It’s like Neo finally understanding he can bend reality at will.
Remember that moment in The Matrix when Neo realizes he is “The One”? This is the mathematical equivalent—the moment when everything clicks. Euler’s Identity is the most elegant, mind-bending equation, connecting
This is the code of the universe—the ultimate connection between the real and imaginary worlds. It’s beautiful, simple, and mind-expanding, just like the moment of awakening for Neo.
In The Matrix, Neo’s understanding deepens as he uncovers more layers of reality. Similarly, when we seek the roots of complex numbers, we delve deeper into the structure of the complex plane. Using De Moivre's Theorem, we find multiple solutions, representing all the ways we can navigate through these intertwined dimensions.
Complex numbers aren't just abstract concepts—they're used everywhere, from quantum mechanics (where particles behave like Neo dodging bullets) to electrical engineering (where currents and voltages twist through circuits like agents in The Matrix).
Wherever we see waves, oscillations, or cycles, complex numbers give us the power to understand and manipulate them. From signal processing to quantum computing, complex numbers are the key to bending reality in ways most people can’t even perceive.
Just as Neo had to make a choice—red pill or blue pill—you too are faced with a choice. Stay in the world of real numbers, where everything is predictable but limited, or take the leap into the world of complex numbers, where dimensions multiply and new possibilities unfold.
“You have to let it all go, Neo. Fear, doubt, and disbelief. Free your mind.” — Morpheus
In this world of complex numbers, you’ll find that the boundary between real and imaginary is just a matter of perception. Once you master this, you’ll unlock the true potential of mathematics—the power to see beyond, to bend reality itself.
“There is no spoon.” 🌀
In The Matrix, Neo’s journey to becoming The One is all about understanding and balancing his dual existence in Zion and the Matrix. Just like complex numbers, Neo must combine both his real self and his imaginary self to unlock his full potential.
- Adding complex numbers is like teaming up with Morpheus or Trinity: combining strengths from both worlds to achieve more together.
- Scalar multiplication is like being enhanced by the Operator: boosting both real and imaginary powers simultaneously.
- Complex multiplication is the most powerful transformation, like Neo awakening as The One, bending both realities to his will.
By mastering both his real-world self and his Matrix identity, Neo becomes more than just a man—he becomes a complex force, transcending both worlds and bending the rules of reality itself.
Welcome to the world of complex numbers, where the real and imaginary combine to reveal your true power. It’s time to take the red pill.