The differential equation

has characteristic equation

with roots 
.
• If 
, the roots are real and distinct, and the general solution is

• If 
, there is a repeated root and the general solution is

• If 
, the roots are a complex conjugate pair 
, and the general solution is

which, by Euler's identity, can be expressed as

The solution curve in plot (A) has a somewhat periodic nature to it, so 
. The plot suggests that 
 will oscillate between -∞ and ∞ as 
, which tells us 
 (otherwise, if 
 the curve would be a simple bounded sine wave, or if 
 the curve would still oscillate but converge to 0). Since 
 is the real part of the characteristic root, and we assume 
, we have

Since 
, we have

The solution curve in plot (B) is not periodic, so 
. For 
 near 0, the exponential terms behave like constants (i.e. 
). This means that
• if 
, for some small neighborhood around 
, the curve is approximately constant,

• if 
, for some small neighborhood around 
, the curve is approximately linear,

Since 
, it follows that

As 
, we see 
 which means the characteristic root is positive (otherwise we would have 
), and in turn
