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Collaborative Manufacturing Resources Configuration based on Summary Process Routes

机译:基于摘要过程路由的协同制造资源配置

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Aiming at manufacturing resources configuration in collaborative manufacturing environment, configuration flow with process tasks decomposition based on improved ant colony algorithm was proposed. Process tasks were decomposed based on summary process routes of parts and a multi-objective configuration model to collaborative manufacturing resources configuration was built. Basic ant colony algorithm was improved for solving this model by the combination of adaptive control and pheromone update mechanism. Pheromone is in the range of a max-min interval based on ant colony algorithm with the maximal-minimal pheromone limit. Compared to basic ant colony algorithm, superiority of improved ant colony algorithm was revealed by simulation example.
机译:旨在在协同制造环境中制造资源配置,提出了基于改进的蚁群算法的过程任务的配置流程。基于摘要处理条件和多目标配置模型进行了分解处理任务,建立了与协作制造资源配置的多目标配置模型。改进了基本蚁群算法,以通过适应性控制和信息素更新机制的组合来解决该模型。信息素在基于蚁群算法的最大最小信息素限制的范围内。与基本蚁群算法相比,通过仿真示例揭示了改进的蚁群算法的优越性。

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