Large and small parameter expansions are mathematical techniques used to approximate solutions to problems depending on a parameter, by expanding the solution in a series around a parameter that is either very large or very small. These expansions are instrumental in simplifying complex systems in physics and engineering, allowing researchers to gain insights by considering boundary or extreme cases.