DocumentCode
716124
Title
Task scheduling for mobile robots using interval algebra
Author
Mudrova, Lenka ; Hawes, Nick
Author_Institution
Sch. of Comput. Sci., Univ. of Birmingham, Birmingham, UK
fYear
2015
fDate
26-30 May 2015
Firstpage
383
Lastpage
388
Abstract
We present a novel task scheduling algorithm for use on mobile robots in real environments. The scheduling problem is formalised as mixed integer program, which is a standard approach in the scheduling community. Our contribution is the use of Allen´s interval algebra to prune the search to be performed by the mixed integer program. This significantly speeds up the algorithm. The proposed algorithm has been used on several mobile robots in long-term autonomy scenarios, where it schedules large sets containing a variety of tasks. The proposed algorithm outperforms the state of the art by at least one order of magnitude on both these real tasks and synthetic datasets.
Keywords
algebra; integer programming; mobile robots; Allen interval algebra; long-term autonomy scenarios; mixed integer program; mobile robots; real environments; scheduling community; standard approach; synthetic datasets; task scheduling algorithm; Algebra; Mobile robots; Optimization; Schedules; Scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location
Seattle, WA
Type
conf
DOI
10.1109/ICRA.2015.7139027
Filename
7139027
Link To Document