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A new multi-objective model to optimise rail transport scheduler

机译:优化铁路运输调度程序的新多目标模型

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摘要

The sugarcane transport system plays a critical role in the overall performance of Australia’s sugarcaneudindustry. An inefficient sugarcane transport system interrupts the raw sugarcane harvestingudprocess, delays the delivery of sugarcane to the mill, deteriorates the sugar quality, increasesudthe usage of empty bins, and leads to the additional sugarcane production costs. Due to theseudnegative effects, there is an urgent need for an efficient sugarcane transport schedule that shouldudbe developed by the rail schedulers. In this study, a multi-objective model using mixed integerudprogramming (MIP) is developed to produce an industry-oriented scheduling optimiser for sugarcaneudrail transport system. The exact MIP solver (IBM ILOG-CPLEX) is applied to minimise theudmakespan and the total operating time as multi-objective functions. Moreover, the so-called Sidingudneighbourhood search (SNS) algorithm is developed and integrated with Sidings Satisfaction Prioritiesud(SSP) and Rail Conflict Elimination (RCE) algorithms to solve the problem in a more efficientudway. In implementation, the sugarcane transport system of Kalamia Sugar Mill that is audcoastal locality about 1050 km northwest of Brisbane city is investigated as a real case study.udComputational experiments indicate that high-quality solutions are obtainable in industry-scaleudapplications.
机译:甘蔗运输系统在澳大利亚的甘蔗工业的整体表现中起着至关重要的作用。效率低下的甘蔗运输系统中断了原始甘蔗的收获/生产过程,延误了甘蔗向工厂的交付,降低了糖的质量,增加了空箱的使用,并导致了额外的甘蔗生产成本。由于这些不利影响,迫切需要由铁路调度员制定的有效的甘蔗运输时间表。在这项研究中,开发了一种使用混合整数 udprogramming(MIP)的多目标模型,以产生面向工业的甘蔗 udrail运输系统的调度优化程序。精确的MIP求解器(IBM ILOG-CPLEX)用于将 udmakespan和总操作时间最小化为多目标函数。此外,开发了所谓的Siding Neighbourhood搜索(SNS)算法,并将其与Sidings满意度优先级ud(SSP)和消除铁路冲突(RCE)算法集成,以更有效地解决问题。在实施过程中,以布里斯本市区西北方约1050 km为沿海地区的卡拉米亚糖厂的甘蔗运输系统为例进行了实证研究。 ud计算实验表明,在工业规模的 ud应用中可获得高质量的解决方案。

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