Projective Embedding of Dynamical Systems: uniform mean field equations

January 07, 2022 ยท Declared Dead ยท ๐Ÿ› Physica A: Statistical Mechanics and its Applications

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Authors Francesco Caravelli, Fabio L. Traversa, Michele Bonnin, Fabrizio Bonani arXiv ID 2201.02355 Category math.DS Cross-listed cond-mat.dis-nn, cond-mat.mes-hall, cs.NE, math-ph Citations 5 Venue Physica A: Statistical Mechanics and its Applications Last Checked 2 months ago
Abstract
We study embeddings of continuous dynamical systems in larger dimensions via projector operators. We call this technique PEDS, projective embedding of dynamical systems, as the stable fixed point of the dynamics are recovered via projection from the higher dimensional space. In this paper we provide a general definition and prove that for a particular type of projector operator of rank-1, the uniform mean field projector, the equations of motion become a mean field approximation of the dynamical system. While in general the embedding depends on a specified variable ordering, the same is not true for the uniform mean field projector. In addition, we prove that the original stable fixed points remain stable fixed points of the dynamics, saddle points remain saddle, but unstable fixed points become saddles.
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