Seminář G²OAT: Establishing Herd Immunity is Hard Even in Simple Geometric Networks

Kdy

15. 5. 2023
13:00

Kde

Místnost TH:A-1247

Thákurova 7, Praha 6

Záznam

YouTube

V rámci pravidelného pondělního semináře skupiny G²OAT vystoupí Michal Dvořák, student magisterkého programu na FIT ČVUT. Ve své odborné přednášce se bude věnovat tématu, jak náročné je dosažení kolektivní imunity i v jednoduchých geometrických sítích.

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Abstrakt

We study the following model of disease spread in a social network. In the beginning, all individuals are either infected or healthy. Next, in discrete rounds, the disease spreads in the network from infected to healthy individuals such that a healthy individual gets infected if and only if a sufficient number of its direct neighbours are already infected.

We represent the social network as a graph. Inspired by the real-world restrictions in the current epidemic, especially by social and physical distancing requirements, we restrict ourselves to networks that can be represented as geometric intersection graphs.

We show that finding a minimal vertex set of initially infected individuals to spread the disease in the whole network is computationally hard, already on unit disk graphs. Hence, to provide some algorithmic results, we focus ourselves on simpler geometric graph families, such as interval graphs and grid graphs.

Za obsah stránky zodpovídá: Bc. Veronika Dvořáková