particle swarm optimization

URI: https://gptkb.org/entity/particle_swarm_optimization
GPTKB entity
Statements (53)
Predicate Object
gptkbp:instanceOf gptkb:mathematical_optimization
gptkb:metaheuristic
gptkbp:appliesTo control systems
path planning
robotics
image processing
power systems
clustering
feature selection
data mining
parameter estimation
scheduling
neural network training
economic dispatch
renewable energy optimization
gptkbp:category gptkb:evolutionary_computation
computational intelligence
swarm intelligence
gptkbp:developedBy gptkb:James_Kennedy
gptkb:Russ_Eberhart
gptkbp:hasConcept gptkb:position
velocity
particles
fitness function
global best
personal best
gptkbp:hasVariant gptkb:binary_particle_swarm_optimization
constriction factor PSO
multi-objective PSO
gptkbp:inspiredBy social behavior of birds
social behavior of fish
gptkbp:introducedIn 1995
gptkbp:notablePublication gptkb:Kennedy,_J._and_Eberhart,_R._(1995)._Particle_Swarm_Optimization._Proceedings_of_IEEE_International_Conference_on_Neural_Networks.
gptkbp:openSource gptkb:PSO_in_MATLAB
gptkb:PySwarms
PSO in SciPy
gptkbp:parameter maximum velocity
cognitive coefficient
inertia weight
social coefficient
swarm size
gptkbp:relatedTo gptkb:genetic_algorithm
differential evolution
ant colony optimization
gptkbp:supportsAlgorithm stochastic
population-based
gptkbp:usedFor gptkb:machine_learning
engineering design
function optimization
gptkbp:bfsParent gptkb:Fuzzy_Cognitive_Maps
gptkb:Genetic_Algorithms
gptkbp:bfsLayer 7
https://www.w3.org/2000/01/rdf-schema#label particle swarm optimization