多顺序批处理反应器任务调度决策模型的建立

Tomasz Ujazdowski, R. Piotrowski
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引用次数: 1

摘要

研究了多个顺序批式反应器的工作周期调度问题。提出了一种基于流水车间调度问题的决策模型。假设有三种储罐大小和不同阶段的任务。使用优化算法测试了该模型在任务调度中的应用。任务调度问题属于np困难问题,通常采用非确定性算法求解。针对三种不同的目标函数,采用微分进化算法实现了问题的求解。假设顺序批处理反应器的最大执行时间(makespan)最小准则和运行时间均匀准则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a decision model for solving the task scheduling of multiple Sequential Batch Reactors
This paper considers the problem of scheduling the work cycles of multiple Sequential Batch Reactors. The paper proposes a decision model based on the Flow-Shop Scheduling Problem. Three tank sizes and tasks with variable number of phases were assumed. The application of the model for task scheduling has been tested using an optimisation algorithm. Task scheduling problems belong to NP-hard problems and are often solved by non-deterministic algorithms. The solution of the presented problem was realised by using the differential evolution algorithm for three different objective functions. Assuming both the criterion of minimising the maximum execution time (makespan) and the criterion of even operating time of the Sequential Batch Reactors.
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