Chaos
That word holds a lot of weight in this world of ours. To some, it means any American airport the Sunday after Thanksgiving. To others, the stock market over the last few weeks. To the Ancient Greeks, who invented the word, it simply meant "void" or "emptiness" - the essence of what was here before we were. To Chaos Theorists and Nonlinear Dynamicists it's the key to deciphering the undulating, seemingly nonsensical natural paths of phenomena in the universe, and exposing deterministic pockets of order hidden underneath. To me, it's a start down a very long road, full of potholes stuffed with large wads of old chewing gum. For awhile it didn't make a whole lot of sense. Here's what I can now discern from my vague understanding of it.
Chaos Theory, like most mainstream science, started at the fringe, with a man named Henri Poincare, who discovered unpredictable results while trying to solve the "three body problem", or the gravitational relationship between three celestial bodies (such as the Sun, the Moon, and the Earth), in the late 1800s. This discovery, which went largely underground until the 1960s, was not popular with the scientists of the time, who favored instead the restrictive but reliable results derived from differential calculus- mathematics that had been in play since the time of the great Sir Isaac Newton. In the 1960's, while running some experimental calculations for predicting weather, mathematician and meteorologist Ed Lorenz stumbled across what was later to be known as The Butterfly Effect. Drastic and unpredictable results spawned from small amounts of truncated calculations (dropping decimal places). As the old expression goes, "the flap of a butterfly's wings in Brazil sets off a tornado in Texas."
It was becoming increasingly clear that Newton's laws had found their limits- all of the "noise" and "aberrations" that scientists had been ignoring for years came back to bite them in the ass, and as a result, their methods failed more extreme calculations. Thus modern Chaos Theory was born.
So why is this so interesting to me beyond a 10 minute conversation segue over coffee or a glass of wine? Well, the thing that held my attention in was the inherent ability of chaos to create order within itself, also known as self-symmetry. Remember all of those tie-dye shirts that the Hippies wore? Those images are known as Fractals, first defined in mathematical models by a man named Benoit Mandelbrot. The famous Mandelbrot Set is a computer image system that you can zoom in on many thousands of times to find that it repeats itself over and over again. The same structure can also be found in nature and biology, though in reality it stops after a certain number of repetitions (branches into leaves, blood vessels into capillaries, etc).
This is where I started to notice the limitations of Chaos Theory and Fractals, and what I was referring to earlier as "chewing gum-filled potholes." Chaos can only be reproduced in highly isolated mathematical models, created in what's called state space, to control variable influence. Only one variable influence on a system can be changed at a time to be able to observe and repeat behaviors. With more than one influence, outside of state space, it goes from Deterministic Chaos to something called Complexity Theory. Complexity Theory seems to me to be a catch-all definition for everything we don't understand about how different systems in nature work scientifically. The stock market, the weather, wars and social relationships between countries- none of this is calculable because of the complex nature of the system, the untold variable influences, and the inability to create an accurate portrayal of the system's "initial state." So Chaos Theory, while it tells us how on a base level how systems behave deterministically, barely scratches the surface of how these systems actually work, and is utterly simplistic compared to what we don't know.
While Complexity Theory continues on its own path of scientific research, not to mention fills out a whole mountain of books on the subject, this is where I divert my attention instead to the science of Emergence. Emergence is kind of the cousin of modern Chaos and Complexity Theory. It's more of a philosophy really- it takes into account the behavior of systems as a whole, how independently weak components of those systems relate to each other and "synchronize" to create something greater as a group than they could accomplish individually. For example a swarm of bees or a flock of birds, or even neurons in your brain, firing in unison to form a thought.
My academic foray into Chaos Theory in general came about after I'd heard an episode of WNYC's Radio Lab (partnered with NPR) that was specifically about Emergence. If you haven't heard Radio Lab and you have at least some interest in popular science, I can't recommend it highly enough. It's easy to understand and completely fascinating, with two exuberant hosts that make an extremely fun listen.
The first part of the Emergence episode featured a Chaos and Nonlinear Dynamics professor from Cornell named Steven Strogatz, who describes how Malaysian fireflies are somehow able to synchronize their flashes- thousands and thousands of fireflies blinking in unison. I almost didn't believe it, but then I saw this video:
"Whoa!" I thought. I was hooked. The show proceeded to explain how this type of phenomena occurs in many places - behavior in ant colonies - in our brains - in crowds of people - in cities as a whole. The fundamental rule of an Emergent System is what's called "bottom-up organization", as opposed to the top-down systems we've relied on for so long, and do still throughout the world today. A group of alike entities self-organize through their relationships to each other, rather than having them defined by central leadership. Take the Queen in an ant colony for instance. Though she is called the "Queen", she serves the colony solely for reproductive purposes, and the population is overwhelmingly composed of sterile female workers. The Queen, unlike in the traditional Monarchical sense, does not hand down orders or help to organize the colony in any way. The worker ants use pheromones to communicate with each other, to warn against danger, to find food, etc.
Perhaps the most obvious example of Emergence in human culture is the World Wide Web itself- a decentralized, self-organizing network of websites and physical computer systems. This is why movies and television shows that talk about "Internet terrorist attacks" or "shutting down The Internet" like it's some server buried deep in the Pentagon are completely clueless. The Internet is just a term we use to describe the interconnectedness of alike entities, in this case, websites that are linked to one another. The Internet "emerges" from its own self-organized network.
If you dig a little deeper, in the age of the internet and a global economy, this phenomenon makes us fundamentally question the way we live our lives. Our systems of law, our education, Aristotle's Hierarchy of Being- even electing a President to "head" our country, begins to seem almost absurd. If you watch HBO's John Adams Miniseries (assuming it's historically accurate), it was the people of the American Colonies who cried out for a leader, resulting in George Washington's election to head of state. But for what, to fill the vacuum left by a British King??? Don't worry everybody- I still plan to vote in the November election. Still, it brings up a lot of very interesting questions...
So you're probably asking yourself by now, "what the HELL does all this have do to the screenplay you're writing, Nowell? This is your FILM weblog, after all." Oh my friends... that you will just have to wait and see. All I can say is that my path of research takes me in inevitably "chaotic" directions. Erratic, but ultimately to some end, yet to be defined. 60 pages in one book leads me to 180 pages from another, and so forth. I'm burning through a complete audio class (24-60 lectures) almost every month and a half. The method is an Emergent system in itself. By the way, thank GOD for the San Francisco Public Library, because otherwise I'd have a multi thousand $$ Amazon bill this year and counting- no joke.
As to the fate of writing Act II of Golden Gate: One day VERY SOON the pen will hit the page again (fingers will hit the keys), and such a frenzy will occur, that it will be difficult to stop. I will keep you posted!
Chaos Theory, like most mainstream science, started at the fringe, with a man named Henri Poincare, who discovered unpredictable results while trying to solve the "three body problem", or the gravitational relationship between three celestial bodies (such as the Sun, the Moon, and the Earth), in the late 1800s. This discovery, which went largely underground until the 1960s, was not popular with the scientists of the time, who favored instead the restrictive but reliable results derived from differential calculus- mathematics that had been in play since the time of the great Sir Isaac Newton. In the 1960's, while running some experimental calculations for predicting weather, mathematician and meteorologist Ed Lorenz stumbled across what was later to be known as The Butterfly Effect. Drastic and unpredictable results spawned from small amounts of truncated calculations (dropping decimal places). As the old expression goes, "the flap of a butterfly's wings in Brazil sets off a tornado in Texas."
It was becoming increasingly clear that Newton's laws had found their limits- all of the "noise" and "aberrations" that scientists had been ignoring for years came back to bite them in the ass, and as a result, their methods failed more extreme calculations. Thus modern Chaos Theory was born.
So why is this so interesting to me beyond a 10 minute conversation segue over coffee or a glass of wine? Well, the thing that held my attention in was the inherent ability of chaos to create order within itself, also known as self-symmetry. Remember all of those tie-dye shirts that the Hippies wore? Those images are known as Fractals, first defined in mathematical models by a man named Benoit Mandelbrot. The famous Mandelbrot Set is a computer image system that you can zoom in on many thousands of times to find that it repeats itself over and over again. The same structure can also be found in nature and biology, though in reality it stops after a certain number of repetitions (branches into leaves, blood vessels into capillaries, etc).
This is where I started to notice the limitations of Chaos Theory and Fractals, and what I was referring to earlier as "chewing gum-filled potholes." Chaos can only be reproduced in highly isolated mathematical models, created in what's called state space, to control variable influence. Only one variable influence on a system can be changed at a time to be able to observe and repeat behaviors. With more than one influence, outside of state space, it goes from Deterministic Chaos to something called Complexity Theory. Complexity Theory seems to me to be a catch-all definition for everything we don't understand about how different systems in nature work scientifically. The stock market, the weather, wars and social relationships between countries- none of this is calculable because of the complex nature of the system, the untold variable influences, and the inability to create an accurate portrayal of the system's "initial state." So Chaos Theory, while it tells us how on a base level how systems behave deterministically, barely scratches the surface of how these systems actually work, and is utterly simplistic compared to what we don't know.
While Complexity Theory continues on its own path of scientific research, not to mention fills out a whole mountain of books on the subject, this is where I divert my attention instead to the science of Emergence. Emergence is kind of the cousin of modern Chaos and Complexity Theory. It's more of a philosophy really- it takes into account the behavior of systems as a whole, how independently weak components of those systems relate to each other and "synchronize" to create something greater as a group than they could accomplish individually. For example a swarm of bees or a flock of birds, or even neurons in your brain, firing in unison to form a thought.
My academic foray into Chaos Theory in general came about after I'd heard an episode of WNYC's Radio Lab (partnered with NPR) that was specifically about Emergence. If you haven't heard Radio Lab and you have at least some interest in popular science, I can't recommend it highly enough. It's easy to understand and completely fascinating, with two exuberant hosts that make an extremely fun listen.
The first part of the Emergence episode featured a Chaos and Nonlinear Dynamics professor from Cornell named Steven Strogatz, who describes how Malaysian fireflies are somehow able to synchronize their flashes- thousands and thousands of fireflies blinking in unison. I almost didn't believe it, but then I saw this video:
"Whoa!" I thought. I was hooked. The show proceeded to explain how this type of phenomena occurs in many places - behavior in ant colonies - in our brains - in crowds of people - in cities as a whole. The fundamental rule of an Emergent System is what's called "bottom-up organization", as opposed to the top-down systems we've relied on for so long, and do still throughout the world today. A group of alike entities self-organize through their relationships to each other, rather than having them defined by central leadership. Take the Queen in an ant colony for instance. Though she is called the "Queen", she serves the colony solely for reproductive purposes, and the population is overwhelmingly composed of sterile female workers. The Queen, unlike in the traditional Monarchical sense, does not hand down orders or help to organize the colony in any way. The worker ants use pheromones to communicate with each other, to warn against danger, to find food, etc.
Perhaps the most obvious example of Emergence in human culture is the World Wide Web itself- a decentralized, self-organizing network of websites and physical computer systems. This is why movies and television shows that talk about "Internet terrorist attacks" or "shutting down The Internet" like it's some server buried deep in the Pentagon are completely clueless. The Internet is just a term we use to describe the interconnectedness of alike entities, in this case, websites that are linked to one another. The Internet "emerges" from its own self-organized network.
If you dig a little deeper, in the age of the internet and a global economy, this phenomenon makes us fundamentally question the way we live our lives. Our systems of law, our education, Aristotle's Hierarchy of Being- even electing a President to "head" our country, begins to seem almost absurd. If you watch HBO's John Adams Miniseries (assuming it's historically accurate), it was the people of the American Colonies who cried out for a leader, resulting in George Washington's election to head of state. But for what, to fill the vacuum left by a British King??? Don't worry everybody- I still plan to vote in the November election. Still, it brings up a lot of very interesting questions...
So you're probably asking yourself by now, "what the HELL does all this have do to the screenplay you're writing, Nowell? This is your FILM weblog, after all." Oh my friends... that you will just have to wait and see. All I can say is that my path of research takes me in inevitably "chaotic" directions. Erratic, but ultimately to some end, yet to be defined. 60 pages in one book leads me to 180 pages from another, and so forth. I'm burning through a complete audio class (24-60 lectures) almost every month and a half. The method is an Emergent system in itself. By the way, thank GOD for the San Francisco Public Library, because otherwise I'd have a multi thousand $$ Amazon bill this year and counting- no joke.
As to the fate of writing Act II of Golden Gate: One day VERY SOON the pen will hit the page again (fingers will hit the keys), and such a frenzy will occur, that it will be difficult to stop. I will keep you posted!
