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# 2.2: Second Order PDE

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Second order P.D.E. are usually divided into three types. Let demonstrate this for a general two-dimensional PDE:

$a\frac{\partial^2 u}{\partial x^2} +2c\frac{\partial^2 u}{\partial x \partial y} + b \frac{\partial^2 u}{\partial y^2} + d\frac{\partial u}{\partial x}+e\frac{\partial u}{\partial y}+f u+g=0$

where the coefficients (i.e., $$a,\ldots,g$$) can either be constants or given functions of $$x,y$$. If $$g$$ is 0 the system is called homogeneous, otherwise it is called inhomogeneous. Now the differential equation is said to be

$\left. \begin{array}{r} \text{elliptic}\\ \text{hyperbolic}\\ \text{parabolic} \end{array}\right\} \text{ if } \Delta(x,y) = ab-c^2 {\rm~is~} \left\{ \begin{array}{l} \text{positive}\\ \text{negative}\\ \text{zero} \end{array} \right.$

## Reason Behind Names

Why do we use these names? The idea is most easily explained for a case with constant coefficients, and correspond to a classification of the associated quadratic form (replace derivative w.r.t. $$x$$ and $$y$$ with $$\xi$$ and $$\eta$$) $a\xi^2+b\eta^2+2c\xi\eta+f=0$

We neglect $$d$$ and $$e$$ since they only describe a shift of the origin. Such a quadratic equation can describe any of the geometrical figures discussed above. Let me show an example, $$a=3, b=3, c=1$$ and $$f=−3$$. Since $$ab−c^2=8$$, this should describe an ellipse. We can write

$3\xi^2+3\eta^2+2\xi\eta=4 \left(\frac{\xi+\eta}{\sqrt{2}}\right)^2+2 \left(\frac{\xi-\eta}{\sqrt{2}}\right)^2=3 \label{4}$

which is indeed the equation of an ellipse, with rotated axes, as can be seen in Figure $$\PageIndex{1}$$ Figure $$\PageIndex{1}$$: The ellipse corresponding to Equation \ref{4}​​​​​.

We should also realize that Equation \ref{4}​​​​ can be written in the vector-matrix-vector form $(\xi,\eta)\left (\array{3&1 \cr 1 &3} \right )\left (\array{\xi\cr\eta} \right) = 3$ We now recognize that $${\nabla}$$ is nothing more than the determinant of this matrix, and it is positive if both eigenvalues are equal, negative if they diﬀer in sign, and zero if one of them is zero. (Note: the simplest ellipse corresponds to $$x^2+ y^2= 1$$, a parabola to $$y= x^2$$, and a hyperbola to $$x^2− y^2= 1$$).