基于改进鲸鱼优化算法的AGV柔性作业车间多目标优化调度OA北大核心CSTPCD
An IWOA for multi-objective optimization scheduling of AGV flexible job shop
针对柔性作业车间的自动引导车辆(Automated Guided Vehicle,AGV)调度问题,基于可持续视角,考虑车间能耗问题,在机器和AVG数量均存在数量约束的条件下,以最小化最大完工时间、车间能耗和AGV使用数量为优化目标构建可持续柔性车间调度模型.首先,设计一种改进鲸鱼优化算法(Improved Whale Optimization Algorithm,IWOA),在标准的鲸鱼优化算法的基础上引入非线性收敛因子和自适应惯性权重以提升算…查看全部>>
Aiming at the problem of Automated Guided Vehicle(AGV)scheduling in flexible job shop,based on the sustainable perspective,considering the problem of workshop energy consumption,under the condition of the number of machines and AVG,a sustainable flexible job shop scheduling model is constructed with the optimization objectives of minimizing the maximum comple-tion time,workshop energy consumption and the number of AGV used.Firstly,an Improved Whale Optimizat…查看全部>>
王赟;马荣;唐思源
山西职业技术学院人工智能系,太原 030006北京师范大学人工智能学院,北京 100875内蒙古科技大学包头医学院,包头 014040
机械工程
柔性作业车间可持续多目标优化调度改进鲸鱼优化算法模糊隶属度
flexible job shopsustainablemulti-objective optimization schedulingImproved Whale Optimization Algorithm(IWOA)fuzzy membership
《现代制造工程》 2024 (7)
17-25,9
国家自然科学基金项目(10971243)山西省教育科学"十四五"规划2022年度课题项目(GH-220678)内蒙古自治区卫生委员会项目(202201395)包头市卫生健康科技计划项目(wsjkkj2022120)
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