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Logistic Equa./Feigenbaum-diagramm

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screenshot of the scene

Author: FRA32

Group: Technical

Filesize: 23.23 kB

Date added: 2016-02-20

Rating: 7.9

Downloads: 1277

Views: 485

Comments: 14

Ratings: 11

Times favored: 0

Made with: Algodoo v2.1.0

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This scene contains both the Logistic Equation Xn+1=Xn*r*(1-Xn) and the with it connected Feigenbaum diagram, drawing the state of the 50 points for all values of 0<r<4. If you like to find out more about these Functions, simply google in the internet, but here is a "rough" description:

The Logistic Equation is a recursive equation usually used to simulate the growth of an object in a limited enviroment. The parameter R is a unification of both growth and deathrate, and the 1 in this particular equation symbolices a maximum capacity of 1. This form of logistic equation however shows special behavior once reaching r>2.5. If one watches the curve, they will see how the line suddently zips up into 2 seperate stable lines, periodically switching between each other. After r>3.4, this process repeats, resulting in 4, then 8, and then the other powers of 2 in such an extremely short timespan that one barely notices. After reaching about 3.45, the whole equation switches into a special state, which(guess what) is called chaos, an elemental part of Maths, or to be exact, the Chaos Research, which is a part of Maths that works with so called determined chaos, which is an algorithm that turns chaotic, but remains calculatable.
If one would take all the points of the graph(usually the areas where most points clutter up), and then mark these points in a R-Y diagram(X axis shows value of R, y axis shows the "stable areas"), they will end up with the so called Feigenbaum-diagram, which is an essential object in the chaos research. The Feigenbaum diagram starts with a line, that starts unfocused(no real point of concentration, goes towards 0), and then quickly turns into a straight line. Then this line suddently splits in 2 parts, and in more shorter time steps, keeps duplicating(periodic duplication), until it reaches the point of chaos, where basically no more stable points seem to exist. In this area of chaos however, sometimes appear so called "periodic windows", areas where the chaos quits, and catches itself in a set amount of stable points(largest is the period-3-window). These, like the whole diagram itself, duplicate, and then turn into new chaotic areas. After reaching R>=4, the whole diagram dissolves into infinity, resulting in a sudden stop of the diagram. If one zooms close to the diagram, they will see straight lines running trough the chaotic scribble. These are called "supertracks", areas where chaotic numbers are a bit more dense, and basically overlap from seperate parts. If these tracks collide with a periodic window, they mark the area where a new period will start.
The whole process that can be witnessed in the diagram is called "Bifurcation" and is visible in many totally different chaotic algorithms, and even in real life(BenĂ¡rd-cells). That's why this diagram is an importand part of chaos research.
Last edited at 2016/07/03 21:49:30 by FRA32
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And the longest description of the year award goes too...

But in all seriousness, this is beautiful.
if you google it, you find even highter resolution images of it;)
This scene with this amount of effort deserves to be at the popular page :tup:
I don't fully understand what you did here, FRA32, but it looks impressive and therefore I gave it a solid 10. :tup:
Lemme explain:

You know what recursive formulas are right?
Take a value X0 = ***. Now input it into the formula X1=r*X0*(1-X0). repeat that process with X1 and so on. Depending on different values of r, the resulting values for Xn change in behavior, as seen in the above graph. If you now take every value of Xn, and graph it in a R-Y diagram, where R is on the x axis, and the y coordinates of all points are on the Y axis, you get the diagram below, which is the feigenbaum diagram. You will see that everytime the curve splits in the top diagram, the line in the below diagram seperates too. The special thing is that the formula results in chaos once reaching R>3.5, as seen in the bottom diagram.
The beauty of maths functions. I love fractal patterns.

10/10 rated! Stay here please, we need more people like you! :tup:
@MichaelRoelevled: My Kazahn Calah scene has a longer Desc than this

Amazing though!
I'm familiar with recursive programming. And your explanation of the Feigenbaum diagram sure helped me to understand the math. I recall other math algorithms that seem to be linear for a while and then all of a sudden they break into chaos when certain limits are reached. I guess this has similar behavior. Very interesting, indeed! :tup:
Yeah, it has been seen that this diagram applys to MANY chaotic algorithms, not just the logistic function. So this kind of means it shows something like a law in chaos research. Fun fact: scale the diagram to 1x1 and then put it in a mandelbrot coordinate system, but mirrored. You will notice a few similaritys...;)
Very nice! never seen such math in algodoo yet, congrats! :tup:
FRA32 has commented on some of my scenes, saying just some general things about them... i just had to put that out there.
some math geeks here hehe

just kidding this is amazing I feel like stupid right now
ZERO!
Zero what? If ya mean the value 0 for R...

yep, really exiting. A magical line of dots:o

But the other values are more interresting c: