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Supplementary files for article Distributed Task Rescheduling With Time Constraints for the Optimization of Total Task Allocations in a Multirobot System

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https://repository.lboro.ac.uk/articles/Supplementary_files_for_article_Distributed_Task_Rescheduling_With_Time_Constraints_for_the_Optimization_of_Total_Task_Allocations_in_a_Multirobot_System/5993038
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Supplementary files for article Distributed Task Rescheduling With Time Constraints for the Optimization of Total Task Allocations in a Multirobot System<br> <strong>Abstract:</strong> This paper considers the problem of maximizing the number of task allocations in a distributed multirobot system under strict time constraints, where other optimization objectives need also be considered. It builds upon existing distributed task allocation algorithms, extending them with a novel method for maximizing the number of task assignments. The fundamental idea is that a task assignment to a robot has a high cost if its reassignment to another robot creates a feasible time slot for unallocated tasks. Multiple reassignments among networked robots may be required to create a feasible time slot and an upper limit to this number of reassignments can be adjusted according to performance requirements. A simulated rescue scenario with task deadlines and fuel limits is used to demonstrate the performance of the proposed method compared with existing methods, the consensus-based bundle algorithm and the performance impact (PI) algorithm. Starting from existing (PI-generated) solutions, results show up to a 20% increase in task allocations using the proposed method.<br> DESCRIPTION: The supplementary table compares the performance of different task allocation algorithms.
提供机构:
Loughborough University
创建时间:
2018-03-16
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