Must even functions have even number of nodes?

In summary, we discussed the concept of nodes in wave functions and how functions that do not change sign after touching the x-axis are physically unacceptable. We also explored the reason why even functions must have an even number of nodes and provided a hand-wavy proof to support this idea. Finally, we looked at an example using the functions sin^2x and sin^4x to demonstrate the concept.
  • #1
Happiness
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The following text considers the possible wave functions when the potential is symmetric about ##x=0##.
Screen Shot 2015-12-10 at 5.03.57 am.png


Why must even functions have an even number of nodes?
##y=sin^2x## is even but always have an odd number of nodes in any interval centred about ##x=0##.

The part preceding the above text:
Screen Shot 2015-12-10 at 5.05.24 am.png
 
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  • #2
Happiness said:
Why must even functions have an even number of nodes?
Function has to go to 0 at ##\pm\infty## so it has to intersect the f=0 axis an even number of times.
## y=sin^2x## is even but always have an odd number of nodes in any interval centered about ##x=0.##
I don't see that.
 
  • #3
BvU said:
I don't see that.

##y=sin^2x## has a node at ##x=0##. So the number of nodes is always 1, 3, 5, ...
 
  • #4
What is meant by node here is a point where the wave function changes sign.
 
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  • #5
DrClaude said:
What is meant by node here is a point where the wave function changes sign.

Is there a reason why wave functions that do not change sign after touching the ##x##-axis are physically unacceptable?
 
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  • #6
I find "the points in space where at which a wave function goes through zero are called its nodes"
(Eugen Merzbacher, Quantum mechanics 2nd ed ).​
 
  • #7
Happiness said:
Is there a reason why wave functions that do not change sign after touching the ##x##-axis are physically unacceptable?
Good question. All I can come up with is that in that case the wave function is zero and the second derivative is positive. Can't satisfy the Schroedinger equation...
 
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  • #8
It's not that an even function must have an even number of nodes, but that one satisfying the Schrodinger equation, with a non-infinite potential, must have an even number of nodes.

First of all, if [itex]\psi(x)[/itex] is even, then that means that the only way it can have an odd number of nodes is if [itex]\psi(0) = 0[/itex]

Here's a hand-wavy proof. Near [itex]x=0[/itex], assume that [itex]\psi(x) = A x^n + [/itex] terms that are higher-order in [itex]x[/itex]. Now, take two derivatives:

[itex]\psi''(x) = n (n-1) A x^{n-2} + [/itex] higher-order terms.

By Schrodinger's equation, for an energy eigenstate,

[itex]\psi''(x) = -\frac{2m}{\hbar^2} (E-V(x)) \psi(x) = -\frac{2m}{\hbar^2} (E-V(x)) A x^n + [/itex] higher order terms.

So we have:
[itex]n (n-1) A x^{n-2} = -\frac{2m}{\hbar^2} (E-V(x)) A x^n + [/itex] higher order terms.

Divide through by [itex]A x^{n-2}[/itex] to get:

[itex]n (n-1) = -\frac{2m}{\hbar^2} (E-V(x)) x^2 + [/itex] higher order terms.

Now, if [itex]V[/itex] is finite at [itex]x=0[/itex], then the right-side is zero at [itex]x=0[/itex]. So the left side must be zero, also. This implies that:

[itex]n=0[/itex] or [itex]n=1[/itex]

That means that near [itex]x=0[/itex], [itex]\psi(x)[/itex] either behaves like a constant [itex]A[/itex], or it behaves linearly, like [itex]Ax[/itex]. The first choice implies that [itex]\psi(0)[/itex] is nonzero. The second choice implies that [itex]\psi[/itex] is odd near [itex]x=0[/itex].
 
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  • #9
BvU said:
Good question. All I can come up with is that in that case the wave function is zero and the second derivative is positive. Can't satisfy the Schroedinger equation...

But for ##y=sin^4x##, ##y## is zero and its second derivative is also zero at ##x=0##.
 
  • #10
stevendaryl said:
So we have:
[itex]n (n-1) A x^{n-2} = -\frac{2m}{\hbar^2} (E-V(x)) A x^n + [/itex] higher order terms.

Divide through by [itex]A x^{n-2}[/itex] to get:

Is there a mistake here?

If we substitute ##x=0##, we can get LHS ##= 0 =## RHS without having ##n = 0## or ##n = 1##.
 
  • #11
Happiness said:
Is there a mistake here?

If we substitute ##x=0##, we can get LHS ##= 0 =## RHS without having ##n = 0## or ##n = 1##.

You have two functions of [itex]x[/itex] that are equal: [itex]f(x) = g(x)[/itex], where [itex]f(x) = n(n-1) A x^{n-2} + [/itex] higher order terms, and [itex]g(x) = -\frac{2m}{\hbar^2} (E - V(x)) A x^n + [/itex] higher-order terms. If the functions are equal, then [itex]f(x)/(A x^{n-2}) = g(x)/(A x^{n-2})[/itex], as functions of [itex]x[/itex]. This means that:

[itex]n(n-1) + [/itex] higher-order terms = [itex](E - V(x)) x^2 + [/itex] higher-order terms

The equality must be true for every value of [itex]x[/itex] (in the region of convergence of the power series, anyway). So in particular, it must be true in the limit as [itex]x \rightarrow 0[/itex]. So we must have:

[itex]lim_{x \rightarrow 0}[/itex] of [itex]n(n-1) + [/itex] higher-order terms = [itex]lim_{x \rightarrow 0}[/itex] of [itex](E - V(x)) x^2 + [/itex] higher-order terms

The left-hand limit is [itex]n (n-1)[/itex]. The right-hand limit is 0. So [itex]n(n-1) = 0[/itex].
 
  • #12
stevendaryl said:
You have two functions of [itex]x[/itex] that are equal: [itex]f(x) = g(x)[/itex], where [itex]f(x) = n(n-1) A x^{n-2} + [/itex] higher order terms, and [itex]g(x) = -\frac{2m}{\hbar^2} (E - V(x)) A x^n + [/itex] higher-order terms. If the functions are equal, then [itex]f(x)/(A x^{n-2}) = g(x)/(A x^{n-2})[/itex], as functions of [itex]x[/itex]. This means that:

[itex]n(n-1) + [/itex] higher-order terms = [itex](E - V(x)) x^2 + [/itex] higher-order terms

The equality must be true for every value of [itex]x[/itex] (in the region of convergence of the power series, anyway). So in particular, it must be true in the limit as [itex]x \rightarrow 0[/itex]. So we must have:

[itex]lim_{x \rightarrow 0}[/itex] of [itex]n(n-1) + [/itex] higher-order terms = [itex]lim_{x \rightarrow 0}[/itex] of [itex](E - V(x)) x^2 + [/itex] higher-order terms

The left-hand limit is [itex]n (n-1)[/itex]. The right-hand limit is 0. So [itex]n(n-1) = 0[/itex].

Let [itex]f(x) = n(n-1) A x^{n-2} + [/itex] higher-order terms, and [itex]g(x) = -\frac{2m}{\hbar^2} (E - V(x)) A x^n + [/itex] higher-order terms.

But [itex]lim_{x \rightarrow 0}[/itex] [itex] f(x) = 0 [/itex], and [itex]lim_{x \rightarrow 0}[/itex] [itex] g(x) = 0 [/itex], without having [itex]n(n-1) = 0[/itex],

and [itex]lim_{x \rightarrow 0}[/itex] [itex] \frac{f(x)}{A x^{n-2}} = \infty [/itex], and [itex]lim_{x \rightarrow 0}[/itex] [itex] \frac{g(x)}{A x^{n-2}} = \infty [/itex], without having [itex]n(n-1) = 0[/itex].
 
  • #13
Happiness said:
Let [itex]f(x) = n(n-1) A x^{n-2} + [/itex] higher-order terms, and [itex]g(x) = -\frac{2m}{\hbar^2} (E - V(x)) A x^n + [/itex] higher-order terms.

But [itex]lim_{x \rightarrow 0}[/itex] of [itex] f(x) = 0 [/itex], and [itex]lim_{x \rightarrow 0}[/itex] of [itex] g(x) = 0 [/itex], without having [itex]n(n-1) = 0[/itex]

and [itex]lim_{x \rightarrow 0}[/itex] of [itex] f(x))/(A x^{n-2}) = \infty [/itex], and [itex]lim_{x \rightarrow 0}[/itex] of [itex] g(x))/(A x^{n-2}) = \infty [/itex], without having [itex]n(n-1) = 0[/itex]
[itex]lim_{x \rightarrow 0}[/itex] of [itex] f(x))/(A x^{n-2})[/itex] is equal to [itex]n(n-1)[/itex], not infinity.

Let's try the example with [itex]n=0[/itex]. Then we have
[itex]f(x) = n (n-1) A/x^2 [/itex]
[itex]g(x) = -\frac{2m}{\hbar^2} (E - V(x)) A[/itex]

If [itex]n(n-1) \neq 0[/itex], then the left side blows up at [itex]x=0[/itex]. The right side does not. So they can't be equal. They can only be equal if [itex]n(n-1) = 0[/itex].
 
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  • #14
I think you all over-complicate. Here is a very simple analysis:

Let ##f(x)## be a function defined for real numbers ##x##. Let ##N_+## be number of nodes with ##x>0## and let ##N_-## be number of nodes with ##x<0##. If ##f(x)## is even, then ##N_+=N_-##, so the total number of nodes at all points ##x\neq 0## is ##2N_+##, which is even. Thus we have the following result:
If there is no node at ##x=0##, then the total number of nodes is ##2N_+##, which is even.
If there is a node at ##x=0##, then the total number of nodes is ##2N_+ +1##, which is odd.
Q.E.D.

Of course, the assumption is that the number of nodes is finite. The infinity is neither even nor odd. In particular, the number of nodes in ##\sin x## is neither even nor odd.
 
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  • #15
But that does not eliminate the case where there is a node at ##x=0##, whose elimination is what is required.
 
  • #16
Happiness said:
But that does not eliminate the case where there is a node at ##x=0##, whose elimination is what is required.
You are right, and all I can conclude from that is that the book is wrong. By the way, which book was that?
 
  • #17
Demystifier said:
You are right, and all I can conclude from that is that the book is wrong. By the way, which book was that?

It's Quantum Mechanics by B H Bransden and C J Joachain, 2nd edition, page 160.

The book is not wrong (though it forgets to mention that the symmetric potential must be finite at ##x=0##). The proof is given by stevendaryl.
 
  • #18
Happiness said:
The book is not wrong (though it forgets to mention that the symmetric potential must be finite at ##x=0##). The proof is given by stevendaryl.
You are right. I overlooked the fact that the node is defined not merely by ##f=0##, but by a change of sign. That excludes ##x^2## behavior near ##x=0##, which I overlooked.

Anyway, with this insight, his analysis around ##x=0## can be much simplified:
The function at ##x=0## either changes the sign or does not change the sign. If it does, then it is not even. If it doesn't, then it is not the node. Q.E.D.
 
  • #19
Demystifier said:
You are right. I overlooked the fact that the node is defined not merely by ##f=0##, but by a change of sign. That excludes ##x^2## behavior near ##x=0##, which I overlooked.

A node does not need a change of sign.

Even if you do accept that definition, it does not solve the problem because although it does make the statement correct by itself, it does not imply the following statement. For eigenfunctions to be alternately even and odd, we must show that even solutions can only have even number of zeros.
 
  • #20
Happiness said:
A node does not need a change of sign.
Then how do you define the node?

Happiness said:
Even if you do accept that definition, it does not solve the problem because although it does make the statement correct by itself, it does not imply the following statement. For eigenfunctions to be alternately even and odd, we must show that even solutions only have even number of zeros.
If ##x=0## is excluded, then I have shown that the number of zeros of even function is even (provided that their number is finite).
 
  • #21
Demystifier said:
I think you all over-complicate. Here is a very simple analysis:

Let ##f(x)## be a function defined for real numbers ##x##. Let ##N_+## be number of nodes with ##x>0## and let ##N_-## be number of nodes with ##x<0##. If ##f(x)## is even, then ##N_+=N_-##, so the total number of nodes at all points ##x\neq 0## is ##2N_+##, which is even. Thus we have the following result:
If there is no node at ##x=0##, then the total number of nodes is ##2N_+##, which is even.
If there is a node at ##x=0##, then the total number of nodes is ##2N_+ +1##, which is odd.
Q.E.D.

That's not the QED. The question was: if the function is even (meaning [itex]\psi(x) = \psi(-x)[/itex]), then why must it have an even number of nodes. Your analysis shows that the question can be restated as:

If [itex]\psi(x)[/itex] is even, then how do we know that it doesn't have a node at [itex]x=0[/itex]?​

A counter-example might be something like: [itex]\psi(x) = (A x^2 - B x^4) e^{-\lambda x^2}[/itex]. That's even, but it has an odd number of nodes, at [itex]x=0[/itex] and [itex]x = \pm \sqrt{\frac{A}{B}}[/itex]. My claim is that such a function can't satisfy the Schrodinger equation (unless the potential goes to infinity at [itex]x=0[/itex]).
 
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  • #22
stevendaryl said:
My claim is that such a function can't satisfy the Schrodinger equation (unless the potential goes to infinity at x=0).
You are right!
 

What is an "even function"?

An even function is a mathematical function that satisfies the condition f(x) = f(-x), meaning that the function's output for any given input is equal to the output for the opposite input. This results in the function having symmetry about the y-axis.

What are "nodes" in relation to even functions?

Nodes, also known as zeros or roots, refer to the points on a function where the output is equal to zero. In other words, they are the points where the function crosses the x-axis.

Do all even functions have an even number of nodes?

Yes, all even functions have an even number of nodes. This is because of the symmetry property of even functions, where for every node on one side of the y-axis, there is an equal and opposite node on the other side.

Can an even function have an odd number of nodes?

No, an even function cannot have an odd number of nodes. This is because if there were an odd number of nodes, there would be one node that does not have a corresponding node on the opposite side of the y-axis, breaking the symmetry of the function.

Why is it important for even functions to have an even number of nodes?

The even number of nodes is important for even functions because it helps to maintain the symmetry of the function. This property makes it easier to analyze and understand the behavior of the function, and also allows for simplifications in mathematical calculations.

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