Check PDE for linearity

In summary, the problem involves determining the linearity of a linear operator, L, which is defined as d/dt + d^2/dx^2 + 1. After attempting the solution, it was found that the operator is not linear since it does not satisfy the linearity property. However, the given solution states that it is linear. After further analysis, it was determined that the issue lies in the inclusion of the constant term, +1, in the operator definition. After removing the constant term, the operator is found to be linear and inhomogeneous.
  • #1
frenchkiki
26
0

Homework Statement



Check du/dt + d^2u/dx^2 + 1 = 0

Homework Equations



L is a linear operator if:

cL(u)=L(cu) and L(u+v)=L(u)+L(v)

The Attempt at a Solution



L = d/dt + d^2/dx^2 + 1

L(cu) = d(cu)/dt + d^2(cu)/dx^2 + 1 = c du/dt + c d^2(u)/dx^2 + 1 ≠ cL(u) = c du/dt + c d^2/dx^2 + c. So I found that it is not linear since it does not satisfy cL(u)=L(cu). However the solution tells me that it is. Can anyone spot my error?

Thanks
 
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  • #2
Are you sure the problem wants you to include the '+1' in the definition of the operator?
 
  • #3
Mute said:
Are you sure the problem wants you to include the '+1' in the definition of the operator?

So that would be du/dt - d^2u/dx^2 = -1?

Then I have Lu = -1, L(cu)= d(cu)/dt - d^2(cu)/dx^2 = c du/dt + c d^2u/dx^2 = c L(u), L(u+v) = d(u+v)/dt - d^2(u+v)/dx^2 = du/dt + d^2u/dx^2 + dv/dt + d^2v/dx^2 = Lu + Lv, so it's linear and inhomogenous.

Thank you.
 
  • #4
I think what Mute was suggesting is that the real problem you have with linearity is

the -1 . For d(u+v),you will end up with the constant term -1 , but the same

will be the case for each of du and dv .Then du+dv will have constant term equal to

-1 -1 =-2≠ -1
 

1. What is PDE and why is it important to check for linearity?

PDE stands for Partial Differential Equation. It is a type of mathematical equation that involves multiple independent variables and their partial derivatives. It is important to check for linearity in PDEs because linearity determines the type of solutions that can be obtained. Linear PDEs have more well-behaved and predictable solutions, making them easier to solve and analyze.

2. How do you determine if a PDE is linear or not?

To check for linearity in a PDE, you need to look at the highest order derivatives of the dependent variable. If these derivatives are only multiplied by constants and the dependent variable itself, then the PDE is linear. However, if there are terms that involve products of the dependent variable or its derivatives, then the PDE is non-linear.

3. Can a PDE be both linear and non-linear?

No, a PDE can only be either linear or non-linear. If there are both linear and non-linear terms in the PDE, then it is considered a non-linear PDE.

4. What are the advantages of having a linear PDE compared to a non-linear PDE?

Linear PDEs have well-behaved and predictable solutions, making them easier to solve and analyze. They also have well-defined boundary conditions, making it easier to determine the uniqueness and existence of solutions. In contrast, non-linear PDEs have more complex solutions and may not have a unique solution or may not have a solution at all.

5. How does the linearity of a PDE affect its applications in science?

The linearity of a PDE determines the type of solutions that can be obtained, which in turn affects its applications in science. Linear PDEs have simpler and more well-behaved solutions, making them more suitable for modeling physical phenomena such as heat flow, wave propagation, and fluid dynamics. Non-linear PDEs, on the other hand, are better suited for studying complex systems and phenomena that involve non-linear relationships.

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