Disjoint sets are collections of elements where no element is shared between any two sets, meaning the intersection of any two disjoint sets is empty. This property makes disjoint sets particularly useful in combinatorial problems, as it allows for clear and distinct counting of different groups without overlap. When applying the addition principle, understanding disjoint sets is crucial because it enables the accurate summation of possibilities from separate sets without double counting any elements.