Interval analysis is a mathematical technique that focuses on working with ranges of values, known as intervals, rather than precise numbers, allowing for the handling of uncertainties and errors in numerical computations. It is particularly useful in optimization, control theory, and computer science for ensuring reliable and robust solutions in the presence of data imprecision and rounding errors.