Exponential functions appear frequently in mathematics and physics because they describe growth and decay processes. An exponential function means that the variable \( t \) is in the exponent, resulting in expressions like \( e^{3t} \) or \( e^{-3t} \).
In our exercise, exponential functions dictate the form for our particular solution. This comes from the fact that the forcing terms are exponential, thus hinting at how solutions might look. For instance, in the guessed solution \( \mathbf{y}_p(t) = \begin{bmatrix} A e^{3t} \ B e^{-3t} \end{bmatrix} \), \( A \) and \( B \) are coefficients.
Exponential functions often arise in differential equations where they represent:
- Natural growth or decay processes, such as population growth or radioactive decay.
- Solutions to linear differential equations with constant coefficients.
These solutions exist because the derivative of an exponential function is proportional to the function itself, making it natural to slip into solutions of differential equations.