Mathematical formulation and heuristic algorithm for the block relocation and loading problem. (22nd April 2019)

• Record Type: Journal Article
• Authors: Zhu, Huiling; Ji, Mingjun; Guo, Wenwen; Wang, Qingbin; Yang, Yongzhi
• Is Part Of: Naval research logistics. Volume 66:Number 4(2019)
• Page Start: 333
• Page End: 351
• Publication Date: 2019-04-22
• Subjects: block relocation and loading problem -- container -- heuristic algorithm -- integer linear program; Logistics, Naval -- Periodicals; Supplies and stores -- Periodicals; 359.07
• DOI: 10.1002/nav.21843
• Languages: English
• ISSNs: 0894-069X

Abstract

Abstract: This study considers the block relocation and loading problem in container terminals. The optimal loading sequence and relocation location are simultaneously decided on the basis of the desired ship‐bay and initial yard space configuration. An integer linear programming model is developed to minimize the number of relocations in the yard space on the basis of no shifts in the ship bay. The accuracy of the model is tested on small‐scale scenarios by using CPLEX. Considering the problem size in the real world, we present a rule‐based heuristic method that is combined with a mathematical model for the removal, loading, and relocation operations. The influence of rules on algorithm performance is also analyzed, and the heuristic algorithm is compared with different types of algorithms in the literature. The extensive numerical experiments show the efficiency of the proposed heuristic algorithm.