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This is ultimately limited by some basic physics, some of which we understand (Thermodyanmics) and some of which we don't (Chaos).
Even though a system may appear to be very simple, the behavior of that system might be chaotic.
There is an important difference between chaos and complexity , although the two are often referred to as the same thing.
Complexity can have predictability Game of Life
Chaos, on the other hand, is complexity which is undetermined, that is, the behavior of the system can't be predicted, or more to the point, can't be predicted without an infinite amount of information.
The elements of chaos theory are hard to describe. Here is an example called the
For us, today some neutrally buoyant helium balloons floating around class today can also serve as an example of a chaotic system.
In Class Chaos Demo
Helium balloons and a demonstration of the principles of chaos:
So even though the helium balloon is a simple system, its motion and its interaction with other elements is chaotic.
Chaos seems to exist in a variety of natural systems to some extent or another
You can not subvert or change these laws:
The Zeroth Law (0): Systems are in equilibrium when they are at the same temperature.
Modelling Thermodynamic Equilibrium: (
The First Law (1): Energy is Conserved in a closed system:
The Second Law (2): The Law of Entropy:
Example:
We can not reverse that process to do this:
In the course of doing the original work we have increased the disorder to the system by heating it. In no way can we recover work of that this disordered system without putting energy into the system.
To decrease local entropy requires work (energy).
is not and would require a lot of work to rearrange into the previous sentence