A learning-based solution method for practical slab allocation problem in multiple hot rolling lines
Published in IISE Transactions, 2023
Ying Meng, Qingxin Guo, Qingyang Wang, Haichao Wang
In practice, the number of slabs involved in the slab allocation process exceeds 10,000. As discussed in Section 3.1.1, according to the steel grade, length, width, and thickness, the slabs and orders can be divided into different groups, where the slabs and orders belonging to different groups are not matchable. Then, multiple slab allocation problems, each corresponding to a group, can be solved separately. Generally, the numbers of slabs and orders involved in slab allocation decisions vary from group to group. Typically, the slab allocation problem with no more than 100 slabs is considered as medium-sized and the problem with more than 100 slabs is considered as large-sized. After decomposition, the number of slabs in a group usually falls in [20, 2000].