A fast delay search algorithm for time-domain equalizers (TEQs) in multicarrier communication systems is proposed. The algorithm simplifies the delay optimization process required in computing the TEQ tap weights, thus enabling TEQs to adapt quickly to channel variations. Simulation results show that the proposed delay search algorithm can reduce the TEQ's computational time significantly while maintaining comparable performances.