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In this study the construction type facility planning problem of the multi-objective, multi-floor was evaluated. The multiple-floor facility planning problem is the extension of the single-floor problem, and it also considers the complexities of the intra-floor and inter-floor information in the building. This study integrates the stacking plan and the floor optimization problem using the space-filling curve(SFC) and the heuristic algorithm. For multiple objective goal, the use of fuzzy sets theory was developed by the linguistic variable to construct a more applicable model. The results show that this proposed model can obtain a better solution in both stacking plan and layout problem than traditional approaches.
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