To improve the efficiency of task allocation on the assembly line of smart empowerment factories,a multi task alloca-tion optimization method based on improved ant lion algorithm is proposed.Firstly,based on the actual production of the assembly line,an objective function for task allocation is constructed;Then,an improved ant lion algorithm is used to solve the constructed task allocation objective function.The simulation results show that when the number of optimized targets is 3,the improved ant lion algorithm obtains more non inferior solutions,has a closer generation distance,and the algorithm's solving speed is faster.From this,it can be concluded that the improved ant lion algorithm can achieve reasonable allocation of assembly line tasks and improve the auto-mation production efficiency of smart factories.
关键词
蚁狮算法/自动化生产线/任务分配/多目标优化
Key words
ant lion algorithm/automated production line/task allocation/multi-objective optimization
维普
万方数据