Generalize fitness-irrelevance theorems beyond smooth, bounded, time-independent settings
Extend the discrete and continuum fitness-irrelevance theorems for uniformly competitive phenotype-switching systems to rough coefficients, unbounded higher-dimensional phenotype spaces, and switching rates that vary in time, including treatment-dependent switching rates.
References
Extending them to rough coefficients, to unbounded higher-dimensional phenotype spaces, and to switching rates that change in time (for instance under treatment) is open.
— 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'
In simulations with fast, well-connected switching we always observed convergence to u_{\rm eq}; whether this holds in general is open.
— 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 Appendix A, Remark 'Sustained oscillations under weighted competition'