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Josef Tkadlec

3 accepted papers

2024

Seed Selection in the Heterogeneous Moran Process

IJCAI 2024poster

The Moran process is a classic stochastic process that models the rise and takeover of novel traits in network-structured populations. In biological terms, a set of mutants, each with fitness m ∈ (0, ∞) invade a population of residents with fitness 1. Each agent reproduces at a rate proportional to…

Cited by 0SourcePDFScholar
2022

Fixation Maximization in the Positional Moran Process

AAAI 2022technical

The Moran process is a classic stochastic process that models invasion dynamics on graphs. A single mutant (e.g., a new opinion, strain, social trait etc.) invades a population of residents spread over the nodes of a graph. The mutant fitness advantage δ>=0 determines how aggressively mutants propag…

Cited by 8SourcePDFScholar
2022

Invasion Dynamics in the Biased Voter Process

IJCAI 2022poster

The voter process is a classic stochastic process that models the invasion of a mutant trait A (e.g., a new opinion, belief, legend, genetic mutation, magnetic spin) in a population of agents (e.g., people, genes, particles) who share a resident trait B, spread over the nodes of a graph. An agent ma…

Cited by 7SourcePDFScholar