Network Epidemic Threshold — Spectral Theory

The epidemic threshold β/γ = 1/λ₁ where λ₁ is the largest eigenvalue of the adjacency matrix. Above threshold, epidemics persist; below, they die out.

Network Parameters


Spectral Statistics

λ₁ (spectral radius):
Threshold β/γ:
R₀ = β·λ₁/γ:
Status:
Infected: 0

Susceptible
Infected
Recovered