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Green Permutation Flowshop Scheduling: A Trade- off- Between Energy Consumption and Total Flow Time

机译:绿色置换Flowshop调度:能耗与总流动时间之间的权衡

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Permutation flow shop scheduling problem (PFSP) is a well-known problem in the scheduling literature. Even though many multi-objective PFSPs are presented in the literature with the objectives related to production efficiency and customer satisfaction, studies considering energy consumption and environmental effects in scheduling is very seldom. In this paper, the trade-off between total energy consumption (TEC) and total flow time is investigated in a PFSP environment, where the machines are assumed to operate at varying speed levels. A multi-objective mixed integer linear programming model is proposed based on a speed-scaling strategy. Due to the NP-complete nature of the problem, an efficient multi-objective iterated greedy (IG_(All)) algorithm is also developed. The performance of IG_(All) is compared with model performance in terms of quality and cardinality of the solutions.
机译:置换流水车间调度问题(PFSP)是调度文献中的一个众所周知的问题。尽管文献中提出了许多与生产效率和客户满意度有关的多目标PFSP,但很少进行在计划中考虑能耗和环境影响的研究。在本文中,在PFSP环境中研究了总能耗(TEC)与总流动时间之间的权衡,在该环境中,假定机器以不同的速度运行。提出了一种基于速度缩放策略的多目标混合整数线性规划模型。由于问题的NP完全性质,还开发了一种有效的多目标迭代贪婪(IG_(All))算法。在解决方案的质量和基数方面,将IG_(All)的性能与模型性能进行了比较。

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