This paper proposes a novel disruptive innovation-like algorithm (DILA) for the problem of scheduling single machine with sequence-dependent family setup times to minimize total tardiness. The proposed is derived from Christensen’s (1997) theory innovation. Based on this theory, DILA proposed, which first generates two initial populations: mainstream market population and emerging population. T...