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A robust cell formation approach for varying product demands

机译:强大的细胞形成方法可满足各种产品需求

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In cellular manufacturing environments, manufacturing cells are generally formed based on deterministic product demands. In this paper, we consider a system configuration problem with product demands expressed in a number of probabilistic scenarios. An optimization model integrating cell formation and part allocation is developed to generate a robust system configuration to minimize machine cost and expected inter-cell material handling cost. A two-stage Tabu search based heuristic algorithm is developed to find the optimal or near optimal solutions to the NP-hard problem. Numerical examples show that this model leads to an appropriate compromise between system configuration costs and expected material handling costs to meet thevarying product demands. These example problems also show that the proposed algorithm is effective and computationally efficient for small or medium size problems.
机译:在蜂窝制造环境中,制造单元通常基于确定性产品需求形成。在本文中,我们考虑了一个系统配置问题,该问题的产品需求在多种概率方案中表达。开发了一种集成了单元形成和零件分配的优化模型,以生成可靠的系统配置,以最大程度地减少机器成本和预期的单元间物料搬运成本。开发了一种基于禁忌搜索的两阶段启发式算法,以找到NP-hard问题的最优解或接近最优解。数值示例表明,该模型在系统配置成本和预期的物料搬运成本之间做出了适当的折衷,以满足各种产品需求。这些示例问题还表明,所提出的算法对于中小型问题有效且计算效率高。

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