Project-oriented task scheduling for mobile robot team

被引:11
作者
Hasgul, Servet [1 ]
Saricicek, Inci [1 ]
Ozkan, Metin [2 ]
Parlaktuna, Osman [2 ]
机构
[1] Eskisehir Osmangazi Univ, Dept Ind Engn, TR-26030 Eskisehir, Turkey
[2] Eskisehir Osmangazi Univ, Dept Elect & Elect Engn, TR-26480 Eskisehir, Turkey
关键词
Agent-based system; Multi-robot task scheduling; Resource leveling; Project scheduling;
D O I
10.1007/s10845-008-0228-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a project-oriented framework for multi-robot task scheduling. An agent-based architecture is designed to schedule tasks where robots are considered as resources. The study focused on the problems when the number of available robots is less than the required number. In this case, the problem becomes a resource-constrained scheduling problem. Initially, tasks are scheduled by using Critical path method (CPM), resource leveling method is used to smooth the deviation between the resource requirements and available resource levels, and tasks are allocated to robots. As robots perform their tasks, a monitoring agent observes them and tasks are rescheduled if the difference between the planned and actual completion time of tasks exceeds a predefined threshold. Effectiveness of the proposed approach is shown by using a nine-task two-robot project simulation.
引用
收藏
页码:151 / 158
页数:8
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