Consensus-Based Bundle Algorithm (CBBA)是一种分布式任务分配和路径规划算法,适用于多机器人系统或无人机群。CBBA通过各个代理(robots/drones)间的信息共享,实现全局最优或次优的任务分配。每个代理根据自己的任务价值评估,独立地进行任务选择,同时通过共识机制调整和更新任务分配以优化整体性能。 应用使用场景
Consensus-based bundle algorithm (CBBA) is a decentralized task allocation algorithm that can produce feasible and conflict-free task assignment solution for multi-UAV system in the search and rescue scenarios. Further considering the new emerging tasks, this paper studies how to realize task reass...
基于matlab的Consensus-Based Bundle Algorithm (CBBA)算法,可为异构代理网络上的多代理多任务分配问题提供良好的解决方案。支持具有有效时间窗口的任务、异构代理-任务兼容性要求,以及平衡任务奖励和燃料成本的得分函数。奖励和燃料成本的分数函数。程序已调通,可直接运行。
The paper addresses task allocation to coordinate a fleet of autonomous vehicles by presenting two decentralized algorithms: the consensus-based auction algorithm(CBAA) and its generalization to the multi-assignment problem, the consensus-base bundle algorithm(CBBA) ...
performance of the algorithm are validated by conducting dynamic simulation experiments. 中文翻译: 动态环境中基于共识的捆绑算法的无人机群任务计划。 为了解决动态环境中的多种异构无人机的实时复杂任务计划问题,本文提出了一种新方法,通过在任务时间约束下有效地调整基于共识的捆绑算法(CBBA),无人机资源有限,...
In order to verify the feasibility of the improved CBBA algorithm and the speed increment estimation method based on DNN in task assignment, a simulation was performed with different numbers of patrol vehicles and target vehicles. Depending on the relationship between the patrol vehicles and the targ...
该CBBA(Consensus-Based Bundle Algorithm)算法可以解决带有任务属性、任务价值、任务时间窗等多种约束下的任务分配问题,结果以图形化展示,便于理解。 代码片段和文件信息 % Copyright 2010 % Massachusetts Institute of Technology % All rights reserved % Developed by the Aerospace Controls Lab MIT ...
This paper addresses task assignment in the coordination of a fleet of unmanned vehicles by presenting two decentralized algorithms: consensus-based auction algorithm (CBAA) and its generalization to the multi-assignment problem, consensus-based bundle algorithm (CBBA). These algorithms utilize a market...
It focuses on implementing consensus-based auction algorithms (CBAA) and consensus-based bundle algorithm (CBBA) primarily for dynamic load balancing problems. The algorithms implemented in this library are inspired by the publication of Choi et al., which introduced these innovative approaches to ...
基于matlab的Consensus-Based Bundle Algorithm (CBBA)算法,可为异构代理网络上的多代理多任务分配问题提供良好的解决方案。支持具有有效时间窗口的任务、异构代理-任务兼容性要求,以及平衡任务奖励和燃料成本的得分函数。奖励和燃料成本的分数函数。程序已调通,可直接运行。 程序下载链接:网页链接matlab...