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arXiv 2108.04205math.OC
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具有参数不确定性的对抗性群体防御

Defense Against Adversarial Swarms with Parameter Uncertainty

Claire Walton, Isaac Kaminer, Qi Gong, Abram. H. Clark, Theodoros Tsatsanifos

摘要:

研究了高价值单元在大规模群体攻击下的最优防御问题。我们表明,该问题可以投在框架中的不确定参数最优控制,并得出一个一致的结果,这个框架的对偶问题。我们表明,双可以计算数值和应用这些数值结果,以获得最佳的防御策略,对100代理群体攻击。

英文摘要:

This paper addresses the problem of optimal defense of a High Value Unit against a large-scale swarm attack. We show that the problem can be cast in the framework of uncertain parameter optimal control and derive a consistency result for the dual problem of this framework. We show that the dual can be computed numerically and apply these numerical results to derive optimal defender strategies against a 100 agent swarm attack.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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