Characterize convergence under non-uniform competition

Determine which forms of non-uniform competition preserve convergence of phenotype distributions in switching population models, and quantify how close the asymptotic composition remains to the stationary distribution of the switching dynamics when competition is nearly uniform.

Background

The main theorems require uniform competition, meaning that all phenotypes experience the same density-dependent growth modulation. The paper gives a weighted-competition counterexample in which the population approaches a stable periodic orbit rather than a stationary equilibrium, demonstrating that convergence can fail when the common-brake structure is lost.

The authors leave unresolved the broader classification of non-uniform competition laws that still guarantee convergence and the stability or quantitative deviation from the switching stationary distribution under small departures from uniform competition.

References

So is the question, raised by the counterexample of Appendix~A, of which forms of non-uniform competition still lead to convergence, and how close to \pi the composition remains when competition is nearly uniform.

— Stochastic gradient descent on the epigenetic landscape: a unified framework for cellular plasticity, tumor heterogeneity, and the asymptotic irrelevance of fitness  (2609.37703 - Fassoni, 29 Sep 2026) in Section 'Conclusion and outlook', subsection 'Future directions'; related Remark 'Sustained oscillations under weighted competition' in Appendix A