This paper addresses the spatial scheduling problem for irregular blocks with purpose of determining the optimal schedule of a given set of irregular blocks and the layout of workplaces by designating the blocks’ workplace simultaneously. Workspace and irregular blocks are described using two-dimensional homogeneous grid. On this basis, the problem is formulated as an optimization model with objectives to minimize duration and to balance workloads over workplaces. A hybrid spatial scheduling algorithm based on genetic algorithm and simulated annealing algorithm is proposed in which the heuristic decoding strategy using vertex positioning and bottom-left moving rules are used. The comparison and computational results shows the proposed hybrid algorithm solves the irregular block spatial scheduling problems effectively and efficiently.
CITATION STYLE
Zhang, Y., & Ci, H. (2019). Research on irregular block spatial scheduling algorithm in shipbuilding. In Advances in Intelligent Systems and Computing (Vol. 885, pp. 1130–1136). Springer Verlag. https://doi.org/10.1007/978-3-030-02804-6_146
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