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A two-stage simulated annealing procedure for block layout problems

机译:针对块布局问题的两阶段模拟退火程序

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摘要

Rules for setting simulated annealing control parameters are proposed for block layout problems where different material-handling devices are dynamically assigned to individual material movements as layout solutions are perturbed. Recognizing the high cost of computing materials-handling cost in this type of problem, the rules are based on adapting an existing two-stage simulated annealing procedure to accelerate convergence. Experimental results suggest that the application of these rules yields solution quality comparable with other single and two-stage simulated annealing algorithms but with significantly fewer re-evaluations of the objective function.
机译:针对块布局问题,提出了设置模拟退火控制参数的规则,其中随着布局解决方案的变化,不同的物料搬运设备会动态分配给各个物料运动。认识到此类问题中计算材料的处理成本很高,因此这些规则基于改编现有的两阶段模拟退火过程以加速收敛。实验结果表明,这些规则的应用产生的解决方案质量可与其他单阶段和两阶段模拟退火算法相媲美,但目标函数的重新评估却少得多。

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