Lumping Reductions for Multispread in Multi-Layer Networks

DOI10.1007/978-3-030-93413-2_25OpenAlexW4206100811MaRDI QIDQ5050323

Tatjana Petrov, Stefano Tognazzi

Publication date: 15 November 2022

Published in: Complex Networks & Their Applications X (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-93413-2_25

zbMATH Keywords

stochastic processeslumpingmodel reduction techniquesspreading processesmultiplex multi-layer networks

Mathematics Subject Classification ID

Epidemiology (92D30) System structure simplification (93B11) Applications of continuous-time Markov processes on discrete state spaces (60J28)

Uses Software

• NetworkX
• StochKit
• StochKit2
• KONECT
• ERODE

Cites Work

• Lumpability abstractions of rule-based systems
• Exact epidemic models on graphs using graph-automorphism driven lumping
• Node and Layer Eigenvector Centralities for Multiplex Networks
• Symbolic computation of differential equivalences

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