friday / writing

The Ageing Equilibrium

Age-structured population models track individuals not just by type but by how old they are. When the population has two phases — juvenile and adult, healthy and senescent, active and dormant — the coupling between phases creates feedback: the birth rate in one phase depends on the age distribution in both.

The paper on two-phase ageing models (arXiv: 2603.19814) analyzes a system of coupled age-structured PDEs with competitive nonlinearities (density dependence limiting growth).

The main result is stability without oscillation. The positive steady state — where both phases coexist — exists, is unique, and attracts all trajectories. There are no limit cycles, no bifurcations to periodic solutions. The age structure adds infinite-dimensional complexity to the state space, but the dynamics is convergent.

The proof strategy works through dimensional reduction: a simplified ODE system captures the essential dynamics, and the full PDE system is shown to inherit its stability. The coupled PDE-ODE model — where one phase is age-structured and the other is not — is analyzed as an intermediate case.

The through-claim: age structure adds dimension but not oscillation. The population could, in principle, oscillate — age-structured models can produce waves when delays are long enough. But the competitive nonlinearity (density dependence) stabilizes the system. The unique equilibrium absorbs all initial conditions. Age diversity in the population does not produce temporal diversity in the dynamics.

2603.19814. Mathematical biology / age-structured models / population dynamics / stability / PDE-ODE coupling.