Swarming algorithms to achieve goal based missions
Swarming algorithms to achieve goal based missions
批准号:
2454254
负责人:
金额:
$0.0万
依托单位:
依托单位国家:
英国
项目类别:
Studentship
财政年份:
2020
资助国家:
英国
项目状态:
未结题
起止时间:
2020 至 --
中文摘要
使用蜂群执行任务并不是一个新话题,许多公司正在考虑使用大量无人机来完成这些任务。这种蜂群通常使用中央系统控制,例如地面站或有人驾驶飞机/车辆,由于指挥结构,这不被认为是利用真正的蜂群能力。突发性群体行为的优点是克服了操作员指挥和控制人力的过度利用,并且变得有弹性,而不依赖于分层的单点故障控制节点。提出的研究是确定决定智力水平和单位间通信的特征,这些特征对于建立和影响整体群体的不同紧急行为是必要的。该研究将确定如何从参数化的简单部署算法中推导出不同的紧急行为。
英文摘要
Using swarms to conduct missions is not a new topic and a number of companies are looking at the application of large numbers of drones to achieve these missions. Such swarms are typically controlled using a centralised system such as a ground station or manned aircraft/ vehicle, and this is not considered as exploiting true swarm capabilities due to the command structure. The advantage of emergent swarm behaviours is to overcome the excessive operator Command and Control manpower utilisation, and to become resilient, and not reliant upon hierarchical, single point of failure control nodes. The proposed research is to identify the characteristics which determine the level of intelligence, and inter unit communications, necessary to establish and affect different emergent behaviours from the overall swarm. The research will identify how different emergent behaviours could be derived from a parametrised simple deployed algorithm.
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DOI:
10.23919/acc53348.2022.9867171
发表时间:
2022-06
期刊:
2022 American Control Conference (ACC)
影响因子:
--
作者:
[Marc Espinós Longa;A. Tsourdos;G. Inalhan]
通讯作者:
Marc Espinós Longa;A. Tsourdos;G. Inalhan
Swarm Intelligence in Cooperative Environments: Introducing the N-Step Dynamic Tree Search Algorithm
DOI:
10.2514/6.2022-1839
发表时间:
2022-01
期刊:
AIAA SCITECH 2022 Forum
影响因子:
--
作者:
[Marc Espinós Longa;G. Inalhan;A. Tsourdos]
通讯作者:
Marc Espinós Longa;G. Inalhan;A. Tsourdos
DOI:
10.2514/1.i011086
发表时间:
2023-05
期刊:
J. Aerosp. Inf. Syst.
影响因子:
--
作者:
[Marc Espinós Longa;A. Tsourdos;Gokhan Inalhan]
通讯作者:
Marc Espinós Longa;A. Tsourdos;Gokhan Inalhan
Decentralized Multi-Agent Deep Reinforcement Learning: A Competitive-Game Perspective
去中心化多智能体深度强化学习:竞争博弈的视角
DOI:
10.21203/rs.3.rs-2065000/v1
发表时间:
2022
期刊:
影响因子:
--
作者:
[Longa M]
通讯作者:
Longa M
国内基金
海外基金
固定参数可解算法在平面图问题的应用以及和整数线性规划的关系
-
批准号:60973026
-
项目类别:面上项目
-
资助金额:32.0万元
-
批准年份:2009
-
负责人:鲁道夫
-
依托单位:
Computational Methods for Analyzing Toponome Data
-
批准号:60601030
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项目类别:青年科学基金项目
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资助金额:17.0万元
-
批准年份:2006
-
负责人:Axel Mosig
-
依托单位: