In Linear Motion, we argued that all sufficiently small oscillations are harmonic. In this section we will exploit this result in several ways to understand
- The motion of systems with many degrees of freedom near equilibrium,
- The motion of systems perturbed from known solutions, and
- The motion of systems with Lagrangians perturbed from systems with known solutions.
All three of these points are applications of perturbation theory, and they all start with the harmonic oscillator.
Normal Modes
The modes of oscillation of systems near equilibrium are called the normal modes of the system. Understanding the frequencies of the normal modes of the system is crucial to design a system that can move (even it isn't meant to). Let's look at a system with many degrees of freedom; we have
Let be an equilibrium position and expand about this point
so
.
We can expand the potential energy to give
The first term is a constant with respect to and constant terms do not affect the motion. The second term is zero, because is a point of equilibrium so we are left with
where
and
yielding the equations of motion
This is a linear differential equation with constant coefficients. We can try the solution
so we have
This is a matrix equation such that
with
and
This equation only has a solution is . This gives a th-degree polynomial to solve for
. We will get solutions for that we can substitute into the matrix equation and solve for .
Is this guaranteed to work? Yes, it turns out. Look at the equation in terms of matrices we have
The matrix is symmetric and real. The matrix should be positive definite (because a negative kinetic energy doesn't make sense). Technical issue: If has a null space, the degrees of freedom corresponding to the null space are massless and cannot be excited unless they are in the null space of . Either way, you can drop the null space from both sides of the equation.
Assuming that is invertable we have
and we have a standard eigenvalue equation. In most examples, the kinetic energy matrix will be diagonal, so it is straightforward to construct the quotient matrix and diagonize it.
Perturbations about Steady Motion
Let's say I have some solution to the equations of motion and I would like to look at small deviations from the solution. Let's
satisfy
and let's look at
where is small. Let's expand the entire Lagrangian to find the equations of motion for the deviations . We have
Now let's apply Lagrange's equations for the deviations
to give
The two terms without actually cancel each other out, leaving the following equations of motion.
In steady motion, the partial derivatives are taken to be constant in time yielding the even simpler result
Again we have a linear differential equation with constant coefficients, and all of the results from the previous section carry over.
Perturbed Lagrangians
What about finding solutions to Lagrangians that are almost like ones that we have already solved? Let's say we have
where is considered to be small compared to
Let's say I have some solution to the equations of motion for and I would like to look at small deviations from the solution induced by the change in the Lagrangian. Let's say
satisfy
and let's look at
where is small. Let's expand the entire Lagrangian to find the equations of motion for the deviations . We have
Now let's apply Lagrange's equations for the deviations
to give
The two lowest orders terms without actually cancel each other out, leaving the following equations of motion.
Let's specialize and assume that the unperturbed motion is steady so the partial derivatives of the unperturbed Lagrangian are constant in time, to obtain
which is the equation of a coupled set of driven harmonic oscillators.
Examples
Double Pendulum
The kinetic energy is
If we take the small angle approximation we have
so we can define the orthogonal coordinates,
and
Let's write out the potential energy,
and in the small angle approximation
Let's now write out the equations of motion
We can write this as a matrix equation,
Now let's substitute the solution to get
We have the characteristic equation
or
Coupled Pendulums
Let's use the horizontal displacements of the two pendulum bobs as our coordinates ( and ). When the bobs are vertical they are an equilibrium distance apart. The vertical position of the bobs are
and .
The distance between the bobs is
We can write the potential energy as
Let's write the kinetic energy, we have
Let's write out the equations of motion,
where and . Let's substitute and write the result as a matrix equation,
If we have .
If we have .
Central Force
Let's try to find the equations for small perturbations to a central force whose potential is a power-law of radius. We have the following Lagrangian,
Let's find the steady solution first (). we have
so
For the θ-equation we have
so is constant if the radius is constant.
Let's take
and substitute into the Lagrangian,
According to the rules of perturbation theory, we can drop all the terms that are constant and linear in and keep the second order terms to get
Now let's get the equations of motion, we have
and
so
which we can substitute into the equation for to get
so
Anharmonic Oscillator
The final type of problem that one can treat in perturbation theory is a perturbation to the Lagrangian itself. As an example we shall do the aharmonic oscillator
which yields the equation of motion
Let's look for a solution as a series of approximations
and
where there are corrections to both the function dependence of the motion and the frequency of the oscillations. Let's rewrite the equation of motion a bit
The way that we solve such a differential equation is to substitute the trial solution into it and group the terms according to the sum of their superscripts and consider each bunch of terms a separate equation to solve. Let's look at the first order terms:
First-order terms
All of the terms on the right-hand side have superscripts that add to more than one. This equation is satisfied identically.
Second-order terms
This is the equation for a driven harmonic oscillator. The final term drives the oscillator at its natural frequency (). This would cause the perturbation to grow without bound which doesn't make sense; it violates perturbation theory but we have the freedom to make the final term go away by taking
so the frequency is unchanged at this order. To solve for the terms that remain, we take the particular solution to the differential equation. The solution to homogenous looks just like , so it is already included. We have
Third-order terms
We can write all of the terms on the right-hand side as a sum of a constant, a term proportional to and to give
As before we would like for the final term to vanish so we take
and we solve for as before to give
If we combine these results we see that we can use how the period of the oscillation changes with amplitude or the relative size of the various harmonics to determine the anharmonic terms in the Lagrangian.