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  • This article aims to develop the Whale Optimization Algorithm method. The objective function of this article is to minimize the number of jobs of Tardy in Flow Shop Scheduling Problems (FSSP). The author proposes the HWA method to minimize the number of late jobs at cigarette companies. HWA compared with the methods of the company. In its calculation, the HWA method uses several parameters, including the population number (N) and the number of iterations to get the minimum results. HWA produces the minimum number of jobs of tardy compared to the company method.