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Artificial Swarm System: Boundedness, Convergence, and Control

机译:人工群系统:有界,收敛和控制

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摘要

An artificial swarm system consisting of multiagents is considered in this paper. The agents may interact with each other based on their relative position. Each agent exhibits a repulsion/attraction behavior toward another agent, which mimics some biological swarm systems. The performance of each individual agent is the accumulation of these respective considerations toward other agents. The overall performance of the swarm system is analyzed, which includes uniform boundedness, uniform ultimate boundedness, and convergence. This mimics aggregation and formation in biological systems. The control design for each agent toward achieving the performance is then proposed. The control is a mimic of nature's strategy in constraining mechanical systems.
机译:本文考虑了一种由多主体组成的人工群体系统。代理可以基于它们的相对位置彼此交互。每种媒介物都表现出对另一种媒介物的排斥/吸引行为,该行为模仿了某些生物群系统。每个单独代理的性能是这些对其他代理的考虑的累积。分析了群体系统的整体性能,包括均匀有界,均匀最终有界和收敛。这模仿了生物系统中的聚集和形成。然后提出了针对每个代理以实现性能的控制设计。控制是模仿自然系统约束机械系统的策略。

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