Treecode is a computational algorithm used to accelerate the calculation of long-range forces in N-body simulations, reducing the complexity from O(N^2) to O(N log N) by hierarchically grouping particles and approximating their collective influence. It is particularly useful in astrophysics and molecular dynamics where interactions between a large number of bodies need to be computed efficiently.