Improvement and application of heuristic search in multi-robot path planning

被引:0
作者
Zhang Yongxiang [1 ]
Zhou Lei [1 ]
机构
[1] Hangzhou Dianzi Univ, Hangzhou, Peoples R China
来源
PROCEEDINGS FIRST INTERNATIONAL CONFERENCE ON ELECTRONICS INSTRUMENTATION & INFORMATION SYSTEMS (EIIS 2017) | 2017年
关键词
automatic handling robot; path planning; heuristic search; path weight; time window;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In future, Automatic handling robot system will play an important role in the enterprise logistics system. The core part of this system is robots path planing. In this paper, we studied mulit-robot path planing algorithm under the demand of logistics corporation. After comparing the classic path search algorithms with tradition path planning in logistics company, we focus on the defect in these plans such as conflict. A new improved algorithm based on heuristic search are proposed. In order to fix these problem, this algorithm use a right value estimation function which base on the local path shape and a local adjustment accroding to time window to solve the problem of path adaptability and conflicts of time and space. What's more this paper experimentally confirmed the validity of the algorithm mentioned above.
引用
收藏
页码:78 / 81
页数:4
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