Stability of the solutions of the mesoscopic equation that corresponds to the replicator equation.
- Speaker(s)
- Andrea Quartarone (University of Messina, Italy) and Tatiana V. Ryabukha (MIMUW and NANU, Ukraine)
- Date
- March 20, 2013, 4:15 p.m.
- Room
- room 5820
- Seminar
- Seminar of Biomathematics and Game Theory Group
The replicator equation is a deterministic nonlinear equation arising in
evolutionary game theory describing the evolving lifeforms in terms of
frequencies of strategies. It is related to a mean field approach and
therefore it has a macroscopic character: the description is referred to
the frequencies (densities) of agents playing the corresponding
strategies. However, the macroscopic approach is not sufficient to
describe the dynamics of complex living systems by reducing the
complexity of the overall systems. In some applications to consider the
agents as discrete interacting units is important in order to capture
the complexity of (biological) phenomena.
We propose a class of kinetic type equations that describe the replicator dynamics at the mesoscopic level. Under suitable assumptions we show the asymptotic (exponential) stability of the solutions to such kinetic equations in the case when the corresponding macroscopic equation is asymptotically stable. To obtain the mesoscopic model corresponding to the replicator equation we follow the techniques developed by N. Bellomo with coautors applying tools of the kinetic theory of active particles for complex living systems.
In perspective, the obtained results could be used for analysing the asymptotic behaviour in time of mathematical model which describes tumour-immune system competition.
We propose a class of kinetic type equations that describe the replicator dynamics at the mesoscopic level. Under suitable assumptions we show the asymptotic (exponential) stability of the solutions to such kinetic equations in the case when the corresponding macroscopic equation is asymptotically stable. To obtain the mesoscopic model corresponding to the replicator equation we follow the techniques developed by N. Bellomo with coautors applying tools of the kinetic theory of active particles for complex living systems.
In perspective, the obtained results could be used for analysing the asymptotic behaviour in time of mathematical model which describes tumour-immune system competition.