31 citations · 57 across the 10 of their papers we have counts for
4 papers · 1 filter
Population network structure impacts genetic algorithm optimisation performance
Aymeric Vie
A genetic algorithm (GA) is a search method that optimises a population of solutions by simulating natural evolution. Good solutions reproduce together to create better candidates.…
A Genetic Algorithm approach to Asymmetrical Blotto Games with Heterogeneous Valuations
Aymeric Vie
Blotto Games are a popular model of multi-dimensional strategic resource allocation. Two players allocate resources in different battlefields in an auction setting. While competiti…
Modelling SARS-CoV-2 coevolution with genetic algorithms
Aymeric Vie
At the end of 2020, policy responses to the SARS-CoV-2 outbreak have been shaken by the emergence of virus variants, impacting public health and policy measures worldwide. The emer…
Qualities, challenges and future of genetic algorithms: a literature review
Aymeric Vie, Alissa M. Kleinnijenhuis, Doyne J. Farmer
Genetic algorithms, computer programs that simulate natural evolution, are increasingly applied across many disciplines. They have been used to solve various optimisation problems…