GUAN Chencheng, TANG Dunbing, WEI Xin, SHEN Xiaoyu. Research on Modified Multi-Agent Model for Job-Shop Scheduling Based on Interval-Synergy-Auction Scheduling Strategy. Aeronautical Manufacturing Technology, 2019, 62(7): 34-42.
GUAN Chencheng, TANG Dunbing, WEI Xin, SHEN Xiaoyu. Research on Modified Multi-Agent Model for Job-Shop Scheduling Based on Interval-Synergy-Auction Scheduling Strategy. Aeronautical Manufacturing Technology, 2019, 62(7): 34-42. DOI: 10.16080/j.issn1671-833x.2019.07.034.
only time is optimized when using the traditional multi-Agent way (TMAW) to solve the jobshop scheduling problem based on contract net protocol
which ignores the requirement of multi-objective optimization for scheduling system. In essence
task optimum allocation between Agents is single-step optimization. Thus very limited boost is made to the performance of the scheduling system. To solve the problems
the multi-Agent scheduling model is replanned and an interval-synergy-auction scheduling strategy (ISASS) is proposed in this paper. Time
cost
machine load and energy consumption are optimized globally in a certain time window in this strategy. And different optimal trends can be got by changing weighting factors. Finally
a simulation test validates the effectiveness. Influence on the scheduling performance under different time windows and different weighing factors is also studied so as to guide the actual productive practices.