Memory in Evolving Graphs
Tipologia
Progetti nazionali
Programma di ricerca
Compagnia di San Paolo
Budget
€ 66.462,45
Periodo
01/05/2017 - 29/12/2020
Responsabile
Federico Polito
Partecipanti al progetto
- Polito Federico (Responsabile)
Descrizione del progetto
The project is focused on:
- Mathematical clarification of the relations between the existing models of network evolution based on branching structures;
- Development of variants of those models to account for features of remarkable importance for the applications (e.g. non-Markov hypothesis, slowly-decreasing memory, general branching structure);
- Characterization of the large-graph limits for the random graph sequences generated by the considered models.
Investigation of the role of a longer memory in the proposed models with attention to the presence of heavy tails in the characterizing distributions;
Development of mathematical tools needed for the study of the proposed models;
Applications of the developed techniques to the analysis of models of interest in different frameworks: Internet networks, Neurosciences, Macroevolutionary dynamics.
Note
Bando di ricerca: PROGETTI DI ATENEO- COMPAGNIA DI SAN PAOLO CALL 2016/2018CUP: D16J17002590005-