In this paper, we introduce the Geometric Firefighter Routing Problem (gfrp) as a variant of the Geometric Firefighter Problem aiming to better model more realistic situations. We …
Firefighter is a discrete-time dynamic process that models the spread of a virus or rumour through a network. The name “Firefighter” arises from the initial analogy being the spread of …
Abstract In the Geometric Firefighter Problem (gfp), one aims to maximize the total area shielded from a fire that radiates from a point inside a polygonal region, by constructing a …
K Michalak - Proceedings of the Genetic and Evolutionary …, 2019 - dl.acm.org
The Firefighter Problem (FFP) is a graph-based optimization problem that is an abstraction of real-life problems such as epidemics control, economic crises prevention, etc. In the FFP …
K Michalak - International Conference on Evolutionary Multi …, 2023 - Springer
This paper studies the use of machine learning models for multiobjective optimization of vaccinations used to control an epidemic spreading in a graph representing contacts …
K Michalak - Intelligent Data Engineering and Automated Learning …, 2018 - Springer
This paper concerns the Firefighter Problem (FFP) which is a graph-based problem in which solutions can be represented as permutations. A new crossover operator is proposed that …