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In this paper we show that the special case {\bf B-1} (Lazarev etal., 2004) of the single machine total tardiness problem $1||\sumT_j$ is NP-hard in the ordinary sense. For the case we haveconstructed pseudo-polynomial algorithm $O(n\sum p_j)$ time.