On diagrammatic technique for nonlinear dynamical systems
Mykola Semenyakin

TL;DR
This paper develops a diagrammatic technique to analyze phase flows generated by polynomial vector fields in complex and real spaces, providing series expressions for evolution operators and examining their convergence and behavior near fixed points.
Contribution
It introduces a novel diagrammatic method to represent and analyze nonlinear dynamical systems with polynomial vector fields, including convergence estimates and fixed point behavior.
Findings
Series expressions for evolution operators using tree diagrams.
Convergence radius estimates in specific cases.
Analysis of phase flow behavior near fixed points.
Abstract
In this paper we investigate phase flows over and generated by vector fields where are finite degree polynomials. With the convenient diagrammatic technique we get expressions for evolution operators through the series in powers of and , represented as sum over all trees of particular type. Estimates are made for the radius of convergence in some particular cases. The phase flows behavior in the neighborhood of vector field fixed points are examined. Resonance cases are considered separately.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
