基于改进遗传算法的细纱接头路径指引方法OACSTPCD
Path-guiding method for yarn splicing based on improved genetic algorithm
为了提高细纱车间整体断头的接头效率,在细纱单锭监测系统响应到细纱断头信息的条件下,建立以整体车间断头接头路径最优化为目标函数的细纱接头路径指引模型,并运用Python编程语言分别实现对贪心算法、遗传算法和改进遗传算法接头路径模型的求解,结合传统巡回式接头路径与3种算法在效率、运行速度和解的质量上的仿真测试,对比验证改进遗传算法用于细纱接头路径指引方法的可行性.试验结果表明:相较于传统巡回式路径,改进遗传算法平均效率提升了11.8%,且解均优于其他…查看全部>>
In order to improve splicing efficiency of the whole break in spinning workshop,a spun yarn splicing path guidance model with the optimization of the whole workshop breakage splicing path as the objective function was established under the condition of the single spindle monitoring system of yarn responding to the yarn breakage information.And the splicing path models of greedy algorithm,genetic algorithm and improved genetic algorithm were solved by Python …查看全部>>
王庆峰;黄克华;张立杰;李辉;董相杰;曹玉胜;朱伟伟
新疆大学,新疆乌鲁木齐,830046新疆利华纺织有限公司,新疆阿克苏,843013新疆大学,新疆乌鲁木齐,830046深圳紫光积阳科技有限公司,广东深圳,518100新疆大学,新疆乌鲁木齐,830046新疆大学,新疆乌鲁木齐,830046新疆大学,新疆乌鲁木齐,830046
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细纱接头路径指引单锭监测贪心算法遗传算法
yarn splicingpath-guidingsingle spindle monitoringgreedy algorithmgenetic algorithm
《棉纺织技术》 2024 (1)
7-12,6
新疆维吾尔自治区科技厅重点研发项目(20200029)新疆维吾尔自治区高校科研计划(XJEDU2021S100)
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