Gillespie Algorithms for Stochastic Multiagent Dynamics in Populations and Networks

ISBN-13: 9781009239141 / Angielski / Miękka / 2023

Buffalo) Vesterg Christian L. (State University of New York

Opis

This Element provides a tutorial on the Gillespie algorithms focusing on social multiagent dynamics and also review their recent extensions.

Spis treści

1. Introduction; 2. Preliminaries; 3. Classic Gillespie Algorithms; 4. Computational Complexity and Efficient Implementations; 5. Gillespie Algorithms for Temporal Networks and Non-Poissonian Jump Processes; 6. Conclusions; References.