A robust optimisation approach for the placement of forest fire suppression resources

AB Mendes, FP e Alvelos - International Transactions in …, 2025 - Wiley Online Library
This research develops an initial attack plan for combating forest fires in any wildland areas
susceptible to fire outbreaks. To be eligible for such a plan, the landscape must have been …

Knowledge-based optimization in epidemics prevention

K Michalak - Soft Computing, 2025 - Springer
In this paper, a method for knowledge-based optimization of vaccination assignments is
proposed, which combines multiobjective optimization algorithms with counter-epidemic …

[PDF][PDF] A new survey on the firefighter problem

C Wagner - 2021 - dspace.library.uvic.ca
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 …

Classifier-based evolutionary multiobjective optimization for the graph protection problem

K Michalak - Applied Soft Computing, 2022 - Elsevier
In this paper, a graph-based optimization problem related to epidemics control is studied.
This multiobjective optimization problem requires determining which graph nodes to protect …

ED-LS–A heuristic local search for the multiobjective Firefighter Problem

K Michalak - Applied Soft Computing, 2017 - Elsevier
One of the approaches to combinatorial optimization is to use global search methods, such
as evolutionary algorithms combined with local search procedures. Local search can be …

The Moving Firefighter Problem

BR Gutiérrez-De-La-Paz, J García-Díaz… - Mathematics, 2022 - mdpi.com
The original formulation of the firefighter problem defines a discrete-time process where a
fire starts at a designated subset of the vertices of a graph G. At each subsequent discrete …

[HTML][HTML] Finding exact solutions for the geometric firefighter problem in practice

MJO Zambon, PJ de Rezende, CC de Souza - Computers & Operations …, 2018 - Elsevier
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 …

Estimation of distribution algorithms for the firefighter problem

K Michalak - … 17th European Conference, EvoCOP 2017, Amsterdam …, 2017 - Springer
The firefighter problem is a graph-based optimization problem in which the goal is to
effectively prevent the spread of a threat in a graph using a limited supply of resources …

Solving the firefighter problem with two elements using a multi-modal estimation of distribution algorithm

P Lipinski - 2017 IEEE congress on evolutionary computation …, 2017 - ieeexplore.ieee.org
The Firefighter Problem (FFP) is an optimization problem of develo** an optimal strategy
for assigning firemen to nodes of a given graph in successive iterations of a simulation of …

Solving the parameterless firefighter problem using multiobjective evolutionary algorithms

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 …