The layout of facilities in a logistics scenario involves not only the working responsible for processing materials but also transport lines transporting materials. traditional facility methods do take into account transportation nor calculate material handling cost by Manhattan distance, thus failing to fulfill actual requirements industrial scenarios. In this paper, algorithm framework MOSA-F...