Naoki Masuda (State University of New York at Buffalo and Waseda Un, Christian L. Vestergaard (Institut Pasteur, CNRS, Paris)

Gillespie Algorithms for Stochastic Multiagent Dynamics in Populations and Networks

• Broschiertes Buch

Produktbeschreibung

This Element provides a tutorial on the Gillespie algorithms focusing on social multiagent dynamics and also review their recent extensions. The first main part focuses on simulation of social multiagent dynamics occurring in populations and networks, and the remainder reviews recent extensions of the Gillespie algorithms.

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Produktdetails

• Elements in the Structure and Dynamics of Complex Networks
• Verlag: Cambridge University Press
• Seitenzahl: 106
• Erscheinungstermin: 5. Januar 2023
• Englisch
• Abmessung: 229mm x 152mm x 6mm
• Gewicht: 170g
• ISBN-13: 9781009239141
• ISBN-10: 1009239147
• Artikelnr.: 66121108

Inhaltsangabe

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.