The proposed fast flow control algorithm in this paper calculates evacuation paths in accordance with the floor plan (which contains detailed locations and dimensions of corridors and exit doors) and the total number of evacuees. The calculation is based on minimum overall evacuation time and an optimal number of evacuees assigned to each evacuation path. An example is presented at the end of the paper to illustrate real-time implementation of the proposed fast flow control algorithm.