Laws of physics are not some deep mysterious algorithms built into the universe when it was created, they are human approximations of the infinite complexity we observe. As long as the universe is at least somewhat predictable and not completely random, it is possible to construct a series of increasingly accurate ways to predict its behavior. If the universe included predictable dragons after half a second, these approximations would, too. In fact, the Navier Stokes equations happen to describe so many dragons, there is still an open Millennium problem related to them. If the dragons appear unpredictably… well, then, it’s just like the universe we already live in, where the unpredictability is everywhere (if you doubt that, please tell me the results of tomorrow’s lottery).
So no, our universe is not particularly simple. It’s mostly, to quote a historian, “one damned thing after another”.
What would you say the complexity of our laws of physics is? Feel free to choose your own definition of complexity and give no better than a back-of-napkin estimate.
I suppose you can estimate the complexity of a particular approximate equation as the number of bit required to simulate it in a particular setup. I did something like that for the Schrodinger equation here a couple of years ago, frustrated by Eliezer’s empty theorizing, but I cannot find my comment anymore. Anyway, it was basically the length of the computer code which simulates the equation, so not that large, maybe tens or hundreds of kilobytes. You have to keep adding other codes to describe the necessary math and physics, and pretty soon you have to count a large chunk of the scientific and engineering software required to simulate the physical phenomena and engineering machinery, with a multitude of special cases for special dragons. And we still cannot simulate everything we see.
Perhaps “Navier-Stokes” and “complexity” and such are (ironically) overcomplicating things. Let’s try to simplify:
I just walked out of a room with blue walls.
Is there a mathematically consistent universe in which, when I walk back in, the walls will have spontaneously turned red? Yellow? Plaid? (hint: for a universe with a set of physical rules S, is there anything mathematically inconsistent about the set “S union that-room-spontaneously-turns-red-in-2-minutes”?)
If all mathematically consistent universes exist and there is no special probability distribution preferring some over others, what subjective probability should I assign to the expectation that I will see the same shade of blue walls?
In the real world, what subjective probability should I assign?
If the previous two answers are different (for example, if the first probability is epsilon and the second is one minus epsilon...), why is that so?
Whoa, hold your horses, that’s a lot of complexity right there. We don’t have a way of describing what “I” even means, let alone simulate it. “walking” is also pretty complicated, though we do have some robots capable of that. And so on.
Is there a mathematically consistent universe in which, when I walk back in
Please don’t mix math with visual effects. But if you insist, Hollywood can do the color changing trick for you.
If all mathematically consistent universes exist
I don’t even know what this might mean. It does not use the term “exist” in any way I understand. Seems like some kind of trans-Platonism. And why insist on mathematical consistency? And how can something we can imagine be mathematically inconsistent, given that our brains are apparently equivalent to Turing machines?
Anyway, it’s pointless to discuss this further until we agree on some basics.
Laws of physics are not some deep mysterious algorithms built into the universe when it was created, they are human approximations of the infinite complexity we observe. As long as the universe is at least somewhat predictable and not completely random, it is possible to construct a series of increasingly accurate ways to predict its behavior. If the universe included predictable dragons after half a second, these approximations would, too. In fact, the Navier Stokes equations happen to describe so many dragons, there is still an open Millennium problem related to them. If the dragons appear unpredictably… well, then, it’s just like the universe we already live in, where the unpredictability is everywhere (if you doubt that, please tell me the results of tomorrow’s lottery).
So no, our universe is not particularly simple. It’s mostly, to quote a historian, “one damned thing after another”.
What would you say the complexity of our laws of physics is? Feel free to choose your own definition of complexity and give no better than a back-of-napkin estimate.
I suppose you can estimate the complexity of a particular approximate equation as the number of bit required to simulate it in a particular setup. I did something like that for the Schrodinger equation here a couple of years ago, frustrated by Eliezer’s empty theorizing, but I cannot find my comment anymore. Anyway, it was basically the length of the computer code which simulates the equation, so not that large, maybe tens or hundreds of kilobytes. You have to keep adding other codes to describe the necessary math and physics, and pretty soon you have to count a large chunk of the scientific and engineering software required to simulate the physical phenomena and engineering machinery, with a multitude of special cases for special dragons. And we still cannot simulate everything we see.
Perhaps “Navier-Stokes” and “complexity” and such are (ironically) overcomplicating things. Let’s try to simplify:
I just walked out of a room with blue walls.
Is there a mathematically consistent universe in which, when I walk back in, the walls will have spontaneously turned red? Yellow? Plaid? (hint: for a universe with a set of physical rules S, is there anything mathematically inconsistent about the set “S union that-room-spontaneously-turns-red-in-2-minutes”?)
If all mathematically consistent universes exist and there is no special probability distribution preferring some over others, what subjective probability should I assign to the expectation that I will see the same shade of blue walls?
In the real world, what subjective probability should I assign?
If the previous two answers are different (for example, if the first probability is epsilon and the second is one minus epsilon...), why is that so?
Whoa, hold your horses, that’s a lot of complexity right there. We don’t have a way of describing what “I” even means, let alone simulate it. “walking” is also pretty complicated, though we do have some robots capable of that. And so on.
Please don’t mix math with visual effects. But if you insist, Hollywood can do the color changing trick for you.
I don’t even know what this might mean. It does not use the term “exist” in any way I understand. Seems like some kind of trans-Platonism. And why insist on mathematical consistency? And how can something we can imagine be mathematically inconsistent, given that our brains are apparently equivalent to Turing machines?
Anyway, it’s pointless to discuss this further until we agree on some basics.
If the universe is somwhat predictable and not completely random, it is not nfinitely complex.
I don’t see what you base this assertion on. Also, consider paying attention to your spellchecker.
The information-theoretic definition of entropy, Chaitin, etc.