SWARM
Auctioning robotic tasks with overlapping time windows
Ernesto Nunes, Maitreyi Nanjanath, Maria Gini
- Year
- 2012
- Citations
- 10
Abstract
This work investigates allocation of tasks to multi-robots when tasks are spatially distributed and constrained to be executed within assigned time windows. Our work explores the interaction between scheduling and optimal routing. We propose the Time-Sensitive Sequential Single-Item Auction algorithm as a method to allocate tasks with time windows in multi-robot systems. We show, experimentally, that the proposed algorithm outperforms other auction algorithms that we modified to handle time windows. Categories and Subject Descriptors
Keywords
Computer scienceAuction algorithmScheduling (production processes)RobotDistributed computingMicrosoft WindowsParallel computingArtificial intelligenceOperating systemMathematical optimization
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
SWARM
📊 14,853 cites
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002