Questions tagged [non-linear-systems]

The term non-linear or nonlinear has several definitions but is generally used to describe a system that cannot be approximated by a superposition principle or perturbative approach.

Background

In many cases, a linear system is one in which one can assume that things will add following the superposition principle. One of the consequences of a system which obeys such a principle is that one can use a first order perturbation to approximate the fluctuations in the system as $Q \approx Q_{o} + \delta Q$, where $Q_{o}$ is a quasi-static term and $\delta Q$ a fluctuation term. An example of a nonlinear system is one where $Q \neq Q_{o} + \delta Q$.

However, there are additional complications. For instance, a linear plane wave can be described by the relationship $$ Q\left( \mathbf{x}, t \right) = Q_{o} \ e^{ i \left( \mathbf{k} \cdot \mathbf{x} - \omega t \right) } $$ where $Q_{o}$ is a constant amplitude, $\mathbf{k}$ is the wavenumber, $\omega$ is the angular frequency, $\mathbf{x}$ is the spatial position, and $t$ is the time. If the wave's amplitude was no longer constant, e.g., $Q_{o} \rightarrow Q_{o}\left( \mathbf{k}, \omega \right)$, the wave would now be considered to be a nonlinear wave regardless of the magnitude of $Q_{o}$.

Examples of nonlinear systems

Below are some examples of nonlinear systems, but they are certainly not all-encompassing.

For an example, let $Q_{o}$ represent the wave height (as in a water wave). If the magnitude of $Q_{o}$ becomes large enough that it exceeds the magnitude of the depth of the water in which it propagates, it would no longer be considered a linear wave (the phenomena of a wave dispersion induced by propagating into shallow water is called wave shoaling).

In the Navier-Stokes eqautions, a system where the $\mathbf{u} \cdot \nabla \mathbf{u}$ term is non-negligible is also considered nonlinear. Note that the $\mathbf{u} \cdot \nabla \mathbf{u}$ term is responsible for wave steepening in shock waves and breaking water waves.

In a plasma, a nonlinear wave is one that satisfies either of the following: $$ \frac{ \delta B }{ B_{o} } \gtrsim 0.1 \\ \text{ or } \\ \frac{ \varepsilon_{o} \delta E^{2} }{ 2 \ n_{e} \ k_{B} \ T_{e} } \gtrsim 0.1 $$ where $B$($E$) is the magnetic(electric) field (where $Q_{o}$ is a quasi-static term and $\delta Q$ a fluctuation term as above), $\varepsilon_{o}$ is the permittivity of free space, $n_{e}$ is the electron number density, $k_{B}$ is the Boltzmann constant, and $T_{e}$ is the average electron temperature. The reason these limits are considered nonlinear is that in both cases the fluctuation would have the potential to significantly alter the medium in which it exists.

When to use

Nonlinear systems are many but some obvious cases apply like , , wave breaking phenomena, , non-perturbative theories, etc.

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Turbulent spacetime from Einstein equation?

It is well known that the fluid equations (Euler equation, Navier-Stokes, ...), being non-linear, may have highly turbulent solutions. Of course, these solutions are non-analytical. The laminar flow solutions (Couette flow for example) may be…
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Does gravity bend gravity?

Let's say that there is a large mass $M$ a light-year or so away from a black hole merger, which causes a very large gravitational wave to be produced. When the gravitational wave reaches $M$, does it bend like light bends when it comes into a…
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Why can't the Navier Stokes equations be derived from first principle physics?

At the 109th UCLA Faculty Research lecture, Seth Putterman gave a talk on Sonoluminescence. During the lecture he emphasized that "The Navier Stokes equations cannot be derived from first principles [of physics]". In physics there are lots of first…
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Linearity of quantum mechanics and nonlinearity of macroscopic physics

We live in a world where almost all macroscopic physical phenomena are non-linear, while the description of microscopic phenomena is based on quantum mechanics which is linear by definition. What are the physics points of connection between the two…
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What nonlinear deformations will a fast rotating planet exhibit?

It is common knowledge among the educated that the Earth is not exactly spherical, and some of this comes from tidal forces and inhomogeneities but some of it comes from the rotation of the planet itself. The deformation from the rotational effect…
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Highly nonlinear equations

I understand the concept of non-linear equations. I was recently having a conversation with a colleague and he used the term "highly non-linear" equation. This got me thinking, how do we classify which non-linear behavior is higher than another?…
Shaz
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Is the universe non-linear?

First of all, I've read this other question Is the universe linear? If so, why? and I'm aiming at a different kind of answer. Theories like General Relativity or QFT, which are believed to be quite fundamental, are strongly non-linear. However, in…
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Why is the computer useful if a chaotic system is sensitive to numeric error?

In every textbook on chaos, there are a lot of numerical simulations. A typical example is the Poincare section. But why is numerical simulation still meaningful if the system is very sensitive to numerical errors?
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Is there a second-order non-linear addition to Maxwell's equations?

Maxwell's equations are famously linear and are the classical limit of QED. The thing is QED even without charged particles is pretty non-linear with photon-photon interaction terms. Can these photon-photon interaction terms have a "classical" limit…
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How do non-linear equations lead to self-interaction?

In my life I hear/read this statement a lot: A non-linear equation or theory leads to self-interactions. For example in GR, we say that gravity can interact with itself because it is non-linear. For some reason I always assumed it was correct.…
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Could the Schrödinger equation be nonlinear?

Is there any specific reasons why so few consider the possibility that there might be something underlying the Schrödinger equation which is nonlinear? For instance, can't quantum gravity (QG) be nonlinear like general relativity (GR)?
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Non-linear systems in classical mechanics

In general, what is meant by non-linear system in classical mechanics? Does it always concern the differential equations one ends up with (any examples would be greatly appreciated)? If so, is it considered as non-linear because of: Higher powers…
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Radiative corrections to Coulomb’s law and Euler-Heisenberg theory

Maxwell's electrodynamics is the classical limit of QED (quantum electrodynamics). Using Maxwell's equations, the electrostatic (Coulomb) potential of a point charge is obtained as $\Phi \propto \frac{1}{r}$. But, in QED, the Coulomb potential is…
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A good, concrete example of using "chaos theory" to solve an easily understood engineering problem?

Can anyone suggest a good, concrete example of using "chaos theory" to solve an easily understood engineering problem? I'm wondering if there is a an answer of the following sort: "We have a high level objective to design a system that does XYZ.…
lilinjn
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Poincaré maps and interpretation

What are Poincaré maps and how to understand them? Wikipedia says: In mathematics, particularly in dynamical systems, a first recurrence map or Poincaré map, named after Henri Poincaré, is the intersection of a periodic orbit in the state…
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