The Unapologetic Mathematician

Mathematics for the interested outsider

First-Degree Homogeneous Linear Equations with Constant Coefficients

Now that we solved one differential equation, let’s try a wider class: “first-degree homogeneous linear equations with constant coefficients”. Let’s break this down.

  • First-degree: only involves the undetermined function and its first derivative
  • Homogeneous: harder to nail down, but for our purposes it means that every term involves the undetermined function or its first derivative
  • Linear: no products of the undetermined function or its first derivative with each other
  • Constant Coefficients: only multiplying the undetermined function and its derivative by constants

Putting it all together, this means that our equation must look like this:

\displaystyle a\frac{df}{dx}+bf=0

We can divide through by a to assume without loss of generality that a=1 (if a=0 then the equation isn’t very interesting at all).

Now let’s again assume that f is analytic at {0}, so we can write

\displaystyle f(x)=\sum\limits_{k=0}^\infty a_kx^k

and

\displaystyle f'(x)=\sum\limits_{k=0}^\infty (k+1)a_{k+1}x^k

So our equation reads

\displaystyle0=\sum\limits_{k=0}^\infty\left((k+1)a_{k+1}+ba_k\right)x^k

That is, a_{k+1}=\frac{-b}{k+1}a_k for all k, and a_0=f(0) is arbitrary. Just like last time we see that multiplying by \frac{1}{k+1} at each step gives a_k a factor of \frac{1}{k!}. But now we also multiply by (-b) at each step, so we find

\displaystyle f(x)=\sum\limits_{k=0}^\infty\frac{(-b)^kx^k}{k!}=\sum\limits_{k=0}^\infty\frac{(-bx)^k}{k!}=\exp(-bx)

And indeed, we can rewrite our equation as f'(x)=-bf(x). The chain rule clearly shows us that \exp(-bx) satisfies this equation.

In fact, we can immediately see that the function \exp(kx) will satisfy many other equations, like f''(x)=k^2f(x), f'''(x)=k^3f(x), and so on.

October 10, 2008 Posted by | Analysis, Calculus, Differential Equations | 3 Comments

The Exponential Differential Equation

So we long ago defined the exponential function \exp to be the inverse of the logarithm, and we showed that it satisfied the exponential property. Now we’ve got another definition, using a power series, which is its Taylor series at {0}. And we’ve shown that this definition also satisfies the exponential property.

But what really makes the exponential function what it is? It’s the fact that the larger the function’s value gets, the faster it grows. That is, the exponential function satisfies the equation f(x)=f'(x). We already knew this about \exp, but there we ultimately had to use the fact that we defined the logarithm \ln to have a specified derivative. Here we use this property itself as a definition.

This is our first “differential equation”, which relates a function to its derivative(s). And because differentiation works so nicely for power series, we can use them to solve differential equations.

So let’s take our equation as a case in point. First off, any function f that satisfies this equation must by definition be differentiable. And then, since it’s equal to its own derivative, this derivative must itself be differentiable, and so on. So at the very least our function must be infinitely differentiable. Let’s go one step further and just assume that it’s analytic at {0}. Since it’s analytic, we can expand it as a power series.

So we have some function defined by a power series around {0}:

\displaystyle f(x)=\sum\limits_{k=0}^\infty a_kx^k

We can easily take the derivative

\displaystyle f'(x)=\sum\limits_{k=0}^\infty (k+1)a_{k+1}x^k

Setting these two power series equal, we find that a_0=1a_1, a_1=2a_2, a_2=3a_3, and so on. In general:

\displaystyle a_k=\frac{1}{k}a_{k-1}=\frac{1}{k}\frac{1}{k-1}a_{k-2}=...=\frac{1}{k}\frac{1}{k-1}...\frac{1}{3}\frac{1}{2}\frac{1}{1}a_0=\frac{a_0}{k!}

And we have no restriction on a_0. Thus we come up with our series solution

\displaystyle f(x)=\sum\limits_{k=0}^\infty\frac{a_0}{k!}x^k=a_0\sum\limits_{k=0}^\infty\frac{x^k}{k!}

which is just a_0=f(0) times the series definition of our exponential function \exp! If we set the initial value f(0)=a_0=1, then the unique solution to our equation is the function

\displaystyle\exp(x)=\sum\limits_{k=0}^\infty\frac{x^k}{k!}

which is our new definition of the exponential function. The differential equation motivates the series, and the series gives us everything else we need.

October 10, 2008 Posted by | Analysis, Calculus, Differential Equations | 3 Comments