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首页> 外文期刊>International journal of mechanical and production engineering research and development >DESIGN AND DEVELOPMENT OF AN AUTOMATED TOOL FOR JOB SHOP SCHEDULING USING PSO AND CPSO
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DESIGN AND DEVELOPMENT OF AN AUTOMATED TOOL FOR JOB SHOP SCHEDULING USING PSO AND CPSO

机译:基于PSO和CPSO的车间作业自动调度工具的设计与开发。

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摘要

Scheduling of manufacturing systems refers to the determination of the sequence in which jobs are to be processed over the production stages, followed by the determination of the start time and finish time of processing jobs. This paper explores job shop scheduling to reduce makespan through Particle Swarm Optimization (PSO) and Chaotic Particle Swarm Optimization (CPSO) approaches. A Graphical User Interface (GUI) is designed to automate the steps involved in optimization of scheduling. The GUI provides the user flexibility in handling different machine systems and seamlessly integrates with decision making process. The results of the two optimization approaches are compared and Gantt chart of the schedule plotted.
机译:制造系统的计划是指确定在生产阶段要处理的作业的顺序,然后确定处理作业的开始时间和结束时间。本文探讨了通过粒子群优化(PSO)和混沌粒子群优化(CPSO)方法来减少工期的作业车间调度。图形用户界面(GUI)设计为自动执行计划优化中涉及的步骤。 GUI为用户提供了处理不同机器系统的灵活性,并与决策过程无缝集成。比较两种优化方法的结果,并绘制时间表的甘特图。

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