Authors
Dongyun Kim, Yeonjun Choi, Kyungduk Moon, Myungho Lee, Kangbok Lee, Michael L Pinedo
Publication date
2023/5/23
Book
International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research
Pages
477-492
Publisher
Springer Nature Switzerland
Description
We consider a steelmaking-continuous casting (SCC) scheduling problem in the steel industry, which is a variant of the hybrid flow shop scheduling problem subject to practical constraints. Recently, Hong et al. [Hong, J., Moon, K., Lee, K., Lee, K., Pinedo, M.L., International Journal of Production Research 60(2), 623-643 (2022)] developed an algorithm, called Iterated Greedy Matheuristic (IGM), in which a Mixed Integer Programming (MIP) model was proposed and its subproblems are iteratively solved to improve the solution. We propose a new constraint programming (CP) formulation for the SCC scheduling problem and develop an algorithm, called Iterated Greedy CP (IGC), which uses the framework of IGM but replaces the MIP model with our CP model. When we solve the CP subproblems iteratively, we also refine them by adding appropriate constraints, reducing the domains of the variables, and giving the …
Total citations
Scholar articles
D Kim, Y Choi, K Moon, M Lee, K Lee, ML Pinedo - International Conference on Integration of Constraint …, 2023