TY -的A2 Mourtzis Dimitris盟——Banyai Tamas AU - Illes Bela盟——Banyai Agota PY - 2018 DA - 2018/07/26 TI -智能调度:一个集成的第一英里和最后一英里供应方法SP - 5180156六世- 2018 AB -供应链管理应用越来越多的行业4.0创新提高可用性、弹性、可持续性和效率。在相互联系的物流网络,操作都是通过第三方物流供应商集成供应商给客户。有不同的交付模式取决于时间和成本。在过去的几年里,各种各样的客户愿意支付额外的费用是一样的交货或即时交货。这一事实导致了增加的优化设计和控制的重要性第一英里/最后一英里(FMLM)交付解决方案。基于Cyberphysical系统服务创新能够提高生产率FMLM交付的大数据环境。设计和运行优化问题可以被描述为赋权问题。这些问题可以解决使用复杂的模型和基于启发式方法和metaheuristic算法。本研究提出了一种集成供应FMLM交付的模型。经过仔细的文献回顾,介绍了一个数学模型来制定FMLM交付的实时智能调度的问题。 The integrated model includes the assignment of first mile and last mile delivery tasks to the available resources and the optimization of operations costs, while constraints like capacity, time window, and availability are taken into consideration. Next, a black hole optimization- (BHO-) based algorithm dealing with a multiobjective supply chain model is presented. The sensitivity of the enhanced algorithm is tested with benchmark functions. Numerical results with different datasets demonstrate the efficiency of the proposed model and validate the usage of Industry 4.0 inventions in FMLM delivery. SN - 1076-2787 UR - https://doi.org/10.1155/2018/5180156 DO - 10.1155/2018/5180156 JF - Complexity PB - Hindawi KW - ER -