Undergrad Understanding Lyapunov Exponent: Why Do We Use an Exponential Function?

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The discussion centers on the Lyapunov Exponent and the use of exponential functions in its formula. The exponential function is crucial because it allows for the measurement of how closely two initial conditions converge or diverge over time, particularly in chaotic systems like the Lorenz attractor. Fluctuations of Δ(t) around a finite value occur when orbits separate into different branches, indicating a loss of correlation. The importance of the order of limits in calculations is emphasized, as taking the outer limit before the inner limit can yield different results. Ultimately, the exponential growth of orbits is essential for characterizing chaotic behavior over time.
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Hey guys,
I need your help. I am not sure if this is the right part of the forum to ask this question.

So I started reading papers about the Lyapunov Exponent, but there is something I do not understand in the formula. Why
3b69fa3cef032d756df32ee5d7e98bb4.png
? It seems logical that we want
033d4d4ea6fa6d82f7d0b251f0b13bb3.png
because we want to get the Exponent at a certain point and therefore the startingpoints should be really close together.
I added a text from a book which says, that we have
3b69fa3cef032d756df32ee5d7e98bb4.png
, because then my
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will fluctuate around a finite value, but I have no clue why an exponential function should do this. Maybe somebody can help me.
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I am a bit rusty on this topic, but let me give it a try.

I am guessing that the fluctuations of Δ(t) around a finite value that the text mentions is a reference to what happens when forming the inner limit, so to speak. The initial exponential expansion phase is when the two originally very close orbits follow each other around in the same branch of the Lorenz attractor and the fluctuation then occur when when the orbits around some value of t separate into each branch and the state of the two orbits becomes uncorrelated. Another way to say it is that the fluctuations only occur if you take the outer limit before the inner limit (as the text also warns about will give a different result). If you take the inner limit first, it can be replaced by a measure that is similar to how you define the differential coefficients and once that limit is made there is no fluctuation.

The outer limit is then needed to make a kind of integral along the orbit. For instance, for an orbit to be chaotic the flow around the orbit must in net be exponentially expanding over all times and not just during any initial transient.
 
I do not have a good working knowledge of physics yet. I tried to piece this together but after researching this, I couldn’t figure out the correct laws of physics to combine to develop a formula to answer this question. Ex. 1 - A moving object impacts a static object at a constant velocity. Ex. 2 - A moving object impacts a static object at the same velocity but is accelerating at the moment of impact. Assuming the mass of the objects is the same and the velocity at the moment of impact...

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