Numerical Periodic Normalization at Codim 1 Bifurcations of Limit Cycles in DDEs

Recent work in [53, 54] by the authors on periodic center manifolds and normal forms for bifurcations of limit cycles in delay differential equations (DDEs) motivates the derivation of explicit computational formulas for the critical normal form coefficients of all codimension one bifurcations of limit cycles. In this paper, we derive such formulas via an application of the periodic normalization method in combination with the functional analytic perturbation framework for dual semigroups (sun-star calculus). The explicit formulas allow us to distinguish between nondegenerate, sub- and supercritical bifurcations. To efficiently apply these formulas, we introduce the characteristic operator as this enables us to use robust numerical boundary-value algorithms based on orthogonal collocation. Although our theoretical results are proven in a more general setting, the software implementation and examples focus on discrete DDEs. The actual implementation is described in detail and its effectiveness is demonstrated on various models.

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Publication Details

Journal
SIAM Journal on Applied Dynamical Systems
Published
2026-04-17
DOI
https://doi.org/10.1137/25m1763573
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
Field-Weighted Citation Impact
0.00

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article

Numerical Periodic Normalization at Codim 1 Bifurcations of Limit Cycles in DDEs

Yuri A. Kuznetsov, M. M. Bosschaert, Bram Lentjes, Len Spek
SIAM Journal on Applied Dynamical Systems
Nonlinear Dynamics and Pattern Formation
article

Numerical Periodic Normalization at Codim 1 Bifurcations of Limit Cycles in DDEs

Yuri A. Kuznetsov, M. M. Bosschaert, Bram Lentjes, Len Spek
article en

Abstract

Recent work in [53, 54] by the authors on periodic center manifolds and normal forms for bifurcations of limit cycles in delay differential equations (DDEs) motivates the derivation of explicit computational formulas for the critical normal form coefficients of all codimension one bifurcations of limit cycles. In this paper, we derive such formulas via an application of the periodic normalization method in combination with the functional analytic perturbation framework for dual semigroups (sun-star calculus). The explicit formulas allow us to distinguish between nondegenerate, sub- and supercritical bifurcations. To efficiently apply these formulas, we introduce the characteristic operator as this enables us to use robust numerical boundary-value algorithms based on orthogonal collocation. Although our theoretical results are proven in a more general setting, the software implementation and examples focus on discrete DDEs. The actual implementation is described in detail and its effectiveness is demonstrated on various models.

SIAM Journal on Applied Dynamical SystemsVol. 25(2)
Hasselt University (BE), University of Twente (NL)
Universiteit Utrecht, Radboud Universiteit, University of Twente, Universiteit Hasselt
Openalex Percentile: Top 100%
Nonlinear Dynamics and Pattern Formation
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