How do I replace variables in $\frac{d^2 \psi}{dx^2}$?

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I have

$$\frac{d^2 \psi}{dx^2}=a^3 x \psi$$

but I need to change to $z$ by

$$z=ax$$

and end with

$$\frac{d^2 \psi}{dz^2}=z \psi$$

How do I change variables here?


This is what I tried:

$$dz=adx$$

$$\frac{d^2 \psi}{dz^2} = \frac{d}{dz}\left (\frac{d \psi}{dz} \right )$$ $$=\frac{d}{dz}\left (\frac{d \psi}{dx} \frac{dx}{dz} \right )$$ $$=\frac{d}{dz}\left (\frac{d \psi}{dx} \frac{1}{a} \right )$$

...but then what do I do with $\frac{d\psi}{dx}$??

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You are confusing yourself with the transformation.

$$ \frac{d}{dx} \to \frac{d}{dz} $$ This is the what you want to get to, a replacement operator for $d/dx$. To finish this off we need $$ \frac{d}{dx} = \frac{dz}{dx}\frac{d}{dz} = a\frac{d}{dz} $$ so now we have a replacement for $d/dx$ you can now apply it twice to get what you want.

0
On

The trick here is to let $\dfrac{d}{dz}=\dfrac{d}{dx}\cdot \dfrac{dx}{dz}$. This gives: $$\frac{d^2 \psi}{dz^2}=\frac{d}{dz}\left(\frac{d \psi}{dx}\cdot \frac{1}{a}\right)=\frac{d}{dx}\left(\frac{d \psi}{dx}\cdot \frac{1}{a}\right)\cdot \frac{dx}{dz}=\frac{d^2 \psi}{dx^2}\cdot \frac{1}{a^2}$$


However, a more efficient method would be to find formulae for the terms you already have in the differential equation instead (i.e. $x$,$\frac{d\psi}{dx}$,$\frac{d^2\psi}{dx^2}$). You have: $$dz=a~dx \implies \frac{dz}{dx}=a$$ Therefore, if we work out what $\frac{d\psi}{dx}$ is: $$\frac{d\psi}{dx}=\frac{d\psi}{dz}\cdot \frac{dz}{dx}=\frac{d\psi}{dz}\cdot a$$ Hence, for the second derivative $\frac{d^2\psi}{dx^2}$, you should have: $$\frac{d^2 \psi}{dx^2}=\frac{d}{dx}\left(\frac{d\psi}{dx}\right)=\frac{d}{dx}\left(\frac{d\psi}{dz}\cdot a\right)=\frac{d}{dz}\left(\frac{d\psi}{dz}\cdot a\right)\cdot \frac{dz}{dx}=\frac{d^2 \psi}{dz^2}\cdot a^2$$ Substituting into the differential equation gives you the desired ODE.


In case you wish to solve it afterwards: Notice that after the change of variable, it is an Airy Differential Equation.