Based on Petri Nets and Hybrid Genetic-Tabu Search Approach to Scheduling Optimization for Dual-Resource Constrained Job Shop
A Petri net with controller is used to model discrete events in flexible job shop scheduling,the objective of scheduling problems is to minimize make-span,the scheduling results is obtained based on genetic and Tabu Search (TS) algorithm.It is proved capable of providing optimized schedule to the job-shop where the machine tool and manpower resources are both constrained.After crossover and mutation operations,an optimal or suboptimal scheduling plan can be found.The result of the test shows that this method is feasible and efficient.
petri net controller genetic algorithm tabu search dual-resource job shop scheduling optimization
LIANG Di LIU Si TAO Ze
School of Mechanical Engineering,Shenyang University,Shenyang,P.R.China School of Mechanical Engineering,Shenyang Science Technology University,Shenyang,P.R.China
国际会议
沈阳
英文
1355-1359
2012-09-26(万方平台首次上网日期,不代表论文的发表时间)