Iterated local search for the placement of wildland fire suppression resources
AB Mendes, FP e Alvelos - European Journal of Operational Research, 2023 - Elsevier
We consider the problem of, given a landscape represented by a gridded network and a fire
ignition location, deciding where to locate the available fire suppression resources to …
ignition location, deciding where to locate the available fire suppression resources to …
A hybrid algorithmic model for the minimum weight dominating set problem
S Bouamama, C Blum - Simulation Modelling Practice and Theory, 2016 - Elsevier
Iterated greedy algorithms belong to the class of stochastic local search methods. They are
based on the simple and effective principle of generating a sequence of solutions by …
based on the simple and effective principle of generating a sequence of solutions by …
Decision support models and methodologies for fire suppression
Wildfires are recurrent natural events that have been increasing in frequency and severity in
recent decades. They threaten human lives and damage ecosystems and infrastructure …
recent decades. They threaten human lives and damage ecosystems and infrastructure …
The Sim-EA algorithm with operator autoadaptation for the multiobjective firefighter problem
K Michalak - … , EvoCOP 2015, Copenhagen, Denmark, April 8-10 …, 2015 - Springer
The firefighter problem is a graph-based optimization problem that can be used for
modelling the spread of fires, and also for studying the dynamics of epidemics. Recently, this …
modelling the spread of fires, and also for studying the dynamics of epidemics. Recently, this …
The firefighter problem: Empirical results on random graphs
The firefighter problem is a deterministic discrete-time model for the spread and containment
of fire on a graph. Once the fire breaks out at a set of vertices, the goal addressed in this …
of fire on a graph. Once the fire breaks out at a set of vertices, the goal addressed in this …
A robust optimisation approach for the placement of forest fire suppression resources
AB Mendes, FP e Alvelos - International Transactions in …, 2024 - 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 …
susceptible to fire outbreaks. To be eligible for such a plan, the landscape must have been …
A new solution representation for the firefighter problem
The firefighter problem (FFP) is used as a model to simulate how a fire breaks out and
spreads to its surroundings over a discrete time period. The goal is to deploy a given …
spreads to its surroundings over a discrete time period. The goal is to deploy a given …
Auto-adaptation of genetic operators for multi-objective optimization in the firefighter problem
K Michalak - Intelligent Data Engineering and Automated Learning …, 2014 - Springer
In the firefighter problem the spread of fire is modelled on an undirected graph. The goal is
to find such an assignment of firefighters to the nodes of the graph that they save as large …
to find such an assignment of firefighters to the nodes of the graph that they save as large …
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 …
Simheuristics for the multiobjective nondeterministic firefighter problem in a time-constrained setting
K Michalak, JD Knowles - European Conference on the Applications of …, 2016 - Springer
The firefighter problem (FFP) is a combinatorial problem requiring the allocation of
'firefighters' to nodes in a graph in order to protect the nodes from fire (or other threat) …
'firefighters' to nodes in a graph in order to protect the nodes from fire (or other threat) …