Are the following PDEs linear or nonlinear?

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    Linear Nonlinear Pdes
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Discussion Overview

The discussion revolves around determining the linearity or non-linearity of specific partial differential equations (PDEs). Participants explore the definitions and characteristics of linear operators in the context of the wave equation and other PDEs, seeking clarity on how to express these equations in a form suitable for analysis.

Discussion Character

  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant expresses confusion about identifying linearity in the PDEs, specifically mentioning the wave equation and its operator form.
  • Another participant suggests using a similar approach to define the operator for the given PDEs, questioning how to incorporate terms like $u/x$ and $u^3$ into the operator.
  • A participant proposes a potential operator for the first PDE but is uncertain about the inclusion of the $1/x$ term.
  • For the second PDE, a participant seeks guidance on how to construct an operator that would yield the $u^3$ term, indicating uncertainty about how to handle non-linear terms.
  • Another participant introduces the idea of defining a cubic operator, noting that while it is not linear, it can still be defined within the context of the discussion.
  • A suggestion is made to use proper TeX formatting for clarity in mathematical expressions.
  • Areas of Agreement / Disagreement

    Participants do not reach a consensus on the definitions of the operators for the PDEs in question, and multiple competing views on how to approach the problem remain evident throughout the discussion.

    Contextual Notes

    Participants express uncertainty regarding the correct formulation of operators for non-linear terms and the implications of including certain terms in the operator definitions. There are unresolved questions about how to handle specific mathematical expressions in the context of linearity.

Thomas Moore
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Hi. I'm a bit confused on determining whether a certain PDE is linear or non-linear.

For example, for the wave equation, we have: u_{xx} + u_{yy} = 0, where a subscript denotes a partial derivative.
So, my textbook says to write:
$L = \frac{\partial^2}{\partial x^2} + \frac{\partial^2}{\partial y^2}$

And then it is easy to deduce that $L(u+v) = L(u) + L(v)$ and $L(c u) = cL(u)$.

But, I have no idea how to do this for the following PDEs:
1. $u_{t} - u_{xx} + u/x = 0$, the $u/x$ is throwing me off.
2. $u_{tt} - u_{xx} + u^3 = 0$, the $u^3$ term is throwing me off.
I don't know how to write this as $Lu = 0$, to determine linearity. Any help would be appreciated, thanks!
 
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Hi. That link was quite helpful. Well, this is where I got stuck though.

For the first example, I wrote:
1. $L = \frac{\partial}{\partial t} - \frac{\partial^2}{\partial x^2} + 1/x$, which seems to work if you do $L u$. But, I'm not sure if adding 1/x is right like that.

2. But for this one, I have no idea! I want to write: $L = \frac{\partial^2}{\partial t^2} - \frac{\partial}{\partial x^2} $ plus something, but I don't know how to write this so Lu will give the u^3 term at the end!
 
When choosing your operator, you can let ( )^3 be in your operator expression. E.g. if G is the cubic operator, then G(2)=8. The cubic operator (the operator which cubes its input) is not linear, but that doesn't mean we can't define it.
 
If you double up the dollar signs, the TeX will render properly.
BrianT is correct ... the naive way would have been just to write it out as if you just divided through by u.
You should not be afraid to try out stuff.
 

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