Dynamic scheduling of mobile-robotic warehouse logistics system
Xiaochuang Jin, Mengzhi Zhong, Xiongwen Quan, Siyuan Li, Heng Zhang
- 发表年份
- 2016
- 引用次数
- 12
摘要
For B2C enterprises, the efficiency and quality of the storage determines some key factors such as service level and customer satisfaction. In this paper, we present a solution to the multi-robot system with highly dynamic environment based on dispatching rules against the background of B2C mobile-robotic warehouses logistics system. With multi-task for multi-station in one work circle outbound task mode, series dispatching rules which are suitable for dynamic warehousing environment are proposed, including shelf selection rules and task selection rules. Through some simulation experiments using AlphabetSoup software, we study the effects of different warehouse scale and different number of robots on the combined strategy. The numerical results show the validity of the combined strategy.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002