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The method and system optimized for production scheduling synchronized with the logistics of catch chickens based on Genetic Algorithms

机译:基于遗传算法的与抓鸡物流同步的生产调度优化方法和系统

摘要

The method and system optimized for production scheduling synchronized with the logistics of catch chickens based on genetic algorithm.The present invention relates to a method and computer system for scheduling synchronous with the logistics of catch chickens based on genetic algorithm (Figure 1).It realizes the optimization of an objective function (3) which has the entry to the master production schedule (1) associated with the quantity of birds to be killed by a particular production line and the restrictions (2) associated with the piano (as the capacity of production lines, the quantity and C Apacidade of trucks, the capacity of the boxes of birds, distance of the knocker up to the farm.Among others); and generates as output a plan of slaughter (4), programming / schedulinglescalonamento of production lines, and the logistics of catch of birds (5) synchronously, and the optimization paru00e3metro waiting time, maximum admitted to slaughter.Several optimization methods are developed based on different policies in the light of restrictions of the process, being a problem associated with the programming of finite capacity.The market for computational applications to industry avicola is in constant growth and efficient management and optimization of assets is fundamental to the companies of the sector, which usually make use of the procedure manual, based on spreadsheets to perform production planning and The logistics of catch without optimization and integration, being dependent on the experience of the programmer.Even experienced it generates an optimized plan, because the problem in question is of the type NP - complete, as the problem of routing of vehicles and the salesman, to optimize is necessary to evaluate thousands of options for solutions, compare them and choose the best alternative, that of Send a big effort.
机译:基于遗传算法的与抓鸡物流同步的生产调度优化方法和系统。本发明涉及一种基于遗传算法的与抓鸡物流同步的生产调度方法和计算机系统(图1)。目标函数(3)的优化,该函数具有与要由特定生产线杀死的禽类数量相关的主生产计划(1)以及与钢琴相关的限制(2)(作为生产能力)生产线,卡车的数量和C Apacidade,禽箱的容量,门环到农场的距离(以及其他);并同时生成一个屠宰计划(4),对生产线进行编程/调度scalonamentoment,对家禽捕捞进行物流(5)以及最优化进入屠宰场的优化等待时间,有几种优化方法是根据流程的限制,根据不同的策略开发,这是与有限容量的编程相关的问题。工业avicola的计算应用市场处于持续增长之中,资产的有效管理和优化对企业而言至关重要该部门通常使用程序手册,基于电子表格执行生产计划,而无需优化和集成的捕捞物流,则依赖于程序员的经验。即使经历过,它也会生成优化的计划,因为存在问题问题属于NP类型-完整,因为车辆和推销员的路线选择问题要评估成千上万的解决方案,进行比较并选择最佳方案,即尽最大努力,ptimize是必要的。

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