Is Chaos Predictable or Random?

In summary, chaos is a type of deterministic behavior that appears between predictable and random behavior in a system. It is characterized by sensitive dependence on initial conditions and can result in unpredictable trajectories, but operates within a defined envelope of motion. This is different from random behavior, which has no predictable patterns or limits. While chaotic behavior may seem random, it can still be modeled by a formula, making it not technically random.
  • #1
student-engineer
Chaos is deterministic behavior.Why is chaos deterministic.Why chaos is not random.
Chaos is sensitive dependence on initial conditions,a slight change in initial condition can give rise to totally different trajectories.
 
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  • #2
Systems have three modes of operation:
- predictable (linear)
- chaotic (nonlinear)
- random (random)

Chaos appears between the predictable mode and the random mode. In a sense, chaos provides a wider envelope of motion for a system where we can't predict the motion but we know the motion won't go outside the envelope either. Also in chaotic systems we may see patterns that appear for a time and then new patterns emerge.

Buildings sway in any wind. For small winds, the sway is pretty linear, pretty predictable. For larger winds, the sway becomes chaotic, not predictable but within the engineering limits (envelope of motion) of the building. For really large winds, the building may be driven beyond chaotic to random and then failure occurs and the building collapses.

https://en.wikipedia.org/wiki/Chaos_theory

Chaos vs Random

http://faculty.rhodes.edu/wetzel/random/level23intro.html

https://en.wikipedia.org/wiki/Randomness
 
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  • #3
jedishrfu said:
Systems have three modes of operation:
- predictable (linear)
- chaotic (nonlinear)
- random (random)

Chaos appears between the predictable mode and the random mode. In a sense, chaos provides a wider envelope of motion for a system where we can't predict the motion but we know the motion won't go outside the envelope either. Also in chaotic systems we may see patterns that appear for a time and then new patterns emerge.

Buildings sway in any wind. For small winds, the sway is pretty linear, pretty predictable. For larger winds, the sway becomes chaotic, not predictable but within the engineering limits (envelope of motion) of the building. For really large winds, the building may be driven beyond chaotic to random and then failure occurs and the building collapses.

https://en.wikipedia.org/wiki/Chaos_theory

Chaos vs Random

http://faculty.rhodes.edu/wetzel/random/level23intro.html

https://en.wikipedia.org/wiki/Randomness
Random is something which is not predictable.Chaotic trajectories are also not predictable,so why is chaos not random.

In the article http://faculty.rhodes.edu/wetzel/random/level23intro.html it is also mentioned,' Chaos theory has shown that deterministic systems can produce results which are chaotic and appear to be random. But they are not technically random because the events can be modeled by a (non-linear) formula.'
Is this the reason
 
  • #4
The chaotic trajectory isn't predictable over a longer period of time but it still operates in a given envelope of motion whereas random motion has no such envelope. Think of the building example I gave.
 
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  • #5
lorenz3d.gif


The picture is an example of chaotic behavior. We can't predict the exact path in the future, but it is also clear from the picture that the behavior is not random. Below is an example of random.

run.gif
 

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1. Why is chaos not random?

Chaos refers to a state of disorder and unpredictability, while randomness refers to a lack of pattern or predictability. While chaos may seem random, it is actually the result of complex and interconnected systems that follow certain rules and patterns. This means that although chaos may be difficult to predict, it is not truly random.

2. What causes chaos?

Chaos can be caused by a variety of factors, such as sensitive dependence on initial conditions, non-linear dynamics, and complex interactions between multiple components. These factors can lead to a system becoming chaotic and exhibiting unpredictable behavior.

3. How is chaos different from randomness?

Chaos and randomness are often used interchangeably, but they are not the same. Randomness refers to a lack of pattern or predictability, while chaos refers to a state of disorder and unpredictability that is the result of complex and interconnected systems. Randomness is purely random, while chaos is the result of underlying rules and patterns.

4. Can chaos be controlled?

While chaos may seem uncontrollable, it is possible to influence and control chaotic systems by understanding the underlying patterns and structures. This can be achieved through the use of mathematical equations and computer simulations to study and predict the behavior of chaotic systems.

5. How is chaos studied in science?

Chaos theory is a branch of mathematics and science that studies the behavior of complex and chaotic systems. Scientists use mathematical models, computer simulations, and experimental data to understand and predict the behavior of chaotic systems. This research has applications in various fields such as meteorology, economics, and biology.

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