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A hybrid optimization approach for sustainable process planning and scheduling

机译:一种用于可持续流程规划和调度的混合优化方法

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摘要

Process planning and scheduling are important stages in manufacturing, and good strategies can significantly improve the energy performance of manufacturing to achieve sustainability. In this paper, an innovative optimization approach has been developed to facilitate sustainable process planning and scheduling. In the approach, honey-bee mating and annealing processes are simulated to optimize multi-objectives including energy consumption, makespan and the balanced machine utilization. Experiments on practical cases show that the optimization results from this approach are promising in comparison with those from a genetic algorithm, a honey bee mating optimization algorithm, ant colony optimization and a simulated annealing algorithm, respectively.
机译:流程计划和调度是制造中的重要阶段,好的策略可以显着改善制造的能源绩效以实现可持续性。在本文中,已经开发出一种创新的优化方法来促进可持续的过程计划和调度。在该方法中,模拟了蜜蜂的交配和退火过程,以优化多目标,包括能耗,制造时间和平衡的机器利用率。实验结果表明,与遗传算法,蜜蜂交配优化算法,蚁群优化算法和模拟退火算法相比,该方法的优化结果很有希望。

著录项

  • 作者

    X.X. Li; W.D. Li; X.T. Cai; F.Z. He;

  • 作者单位
  • 年度 2015
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"english","id":9}
  • 中图分类

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