The existence of an overfull subgraph of a simple graph implies chi' = DELTA + 1, where chi' denotes the chromatic index and DELTA the maximum degree. A fast algorithm for finding overfull subgraphs of simple graphs with 2DELTA greater-than-or-equal-to Absolute value of V is presented.