数字化赋能的混合蚁群算法在多品种小批量生产线排程中的应用

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中图分类号：TH166;TP3 文献标志码：A 文章编码：1672-7274（2026）02-0115-04

Application of a Digital Empowered Hybrid Ant Colony Algorithm in Multivariety and Small-batch Production Line Scheduling

ZHONG Suhong （Yang-En University，Quanzhou 362ooo，China）

Abstract： In order to cope with the dynamic changes of order demand in multi-varietyand smal-batch production， this paper proposes an application strategy of digitally empowered hybrid ant colony algorithm in production line scheduling，that is，a production line balancing strategy based on improved antcolony algorithm.It focuses on minimizing the beat and maximizing the balance rate，optimizes the process alocation by integrating hybrid heuristic factors and search rules，and synchronouslycoordinates the processand worker alocation by combining the roulette mechanism，and can quickly determine the best production schedule according to the order demand.

Keywords： ant colony algorithm; production line scheduling; digital empowerment

0 引言

当下制造行业，产品复杂度与定制化需求不断攀升，多品种小批量生产成常态，这使得企业面临生产效率低、加工产量难提升的困境。（剩余3807字）