Discretize and solve Chimera state model

In summary, the conversation discusses the formula for the simplest system that supports a chimera state and the discretization and solving of the equation using the software XPPAUT. The parameters and conditions for solving the equation are also mentioned.
  • #1
Chaos08
1
0
Hi all,

We are working on a paper - Chimera States for Coupled Osscillators from Daniel M. Abrams and Steven H. Strogatz.
We have the following formula of the simplest system that supports a chimera state:
[tex]\frac{\partial\phi}{\partial t} = \omega - \displaystyle\int^\pi_{-\pi} G(x-x')\sin[\phi(x,t)-\phi(x',t)+\alpha]dx'[/tex]
Now we have to discretize it and 'ODE' it.
Our discretization looks like:
[tex]\dot{\phi_i} = \omega_i - \frac{1}{N}\displaystyle\sum_{j=1}^N G(x_i-x_j')\sin[(\phi(x_i,t)-\phi(x_j',t)+\alpha][/tex]
Where [tex]\phi[/tex] is the phase of the oscilator at position x at time t, i is the current oscillator and j are the oscillators in the ring.
[tex]G(x) = \frac{1}{2\pi}(1+A\cos x)[/tex]
Now we have to solve this equation with [tex]x = \pm \pi \quad \alpha = \frac{\pi}{2} - 0.18 \quad A = 0.995 \quad N=256[/tex]
The solver Runge-Kutta has to be used with dt = 0.025 for 200000 iterations and starting from [tex]\phi(x)=6rexp(-0.76x^2)[/tex]. r is a random variable between -0.5 and 0.5

Who can help us.

Regards
 
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  • #2
Try downloading the free software XPPAUT and solve using it.
 

Related to Discretize and solve Chimera state model

1. What is a Chimera state model?

A Chimera state model is a mathematical model used to describe the behavior of a network of coupled oscillators, where some oscillators exhibit synchronized behavior while others exhibit desynchronized behavior. This phenomenon is called a "chimera state" and can be observed in various natural and artificially created systems.

2. How do you discretize a Chimera state model?

To discretize a Chimera state model, you need to convert the continuous equations into a discrete form by discretizing time and space. This can be done using numerical methods such as Euler's method or Runge-Kutta methods. The resulting discrete equations can then be solved using computer simulations or analytical techniques.

3. What is the significance of solving a Chimera state model?

Solving a Chimera state model can provide insight into the dynamics of complex systems, such as brain networks or power grids, where chimera states have been observed. It can also help in understanding and predicting the behavior of these systems under different conditions, and potentially lead to applications in controlling or manipulating these systems.

4. How do you determine the stability of a chimera state in a model?

To determine the stability of a chimera state in a model, you can perform stability analysis by linearizing the discrete equations around the chimera state and analyzing the resulting eigenvalues. If the eigenvalues have negative real parts, the chimera state is stable, while positive real parts indicate instability. Additionally, you can also use time series analysis and observe the behavior of the system over time to determine stability.

5. Are there any real-world applications of Chimera state models?

Yes, chimera state models have been observed in various natural and artificial systems, including brain networks, power grids, and chemical reaction networks. Understanding and controlling chimera states can have applications in fields such as neuroscience, engineering, and biology, where synchronization and desynchronization play a crucial role in system behavior.

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