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Aggregation of multi-agent system on manifolds with Riemannian Geometry

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In this work, we establish a novel dynamical model to address the aggregation problem of the multi-agent system on manifolds. At first, with the help of local coordinate charts, we… Click to show full abstract

In this work, we establish a novel dynamical model to address the aggregation problem of the multi-agent system on manifolds. At first, with the help of local coordinate charts, we describe the multi-agent system as a manifold, which is part of the ambient space. Then, we convert the aggregation problem of agents into an optimization issue to minimize the volume of a virtual manifold, and we show that evolving along its mean curvature field can minimize the virtual manifold’s volume. Finally, we implement our approach for the multi-agent system on the sphere and non-homogeneous manifold. Several numerical simulations are also performed to verify our theoretical analysis.

Keywords: aggregation; agent system; multi agent; geometry

Journal Title: IEEE Access
Year Published: 2023

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