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A robust optimisation approach for the placement of forest fire suppression resources
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
of real-life problems such as epidemics control, economic crises prevention, etc. In the FFP …