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Particle Swarm Optimization
URI:
https://gptkb.org/entity/Particle_Swarm_Optimization
GPTKB entity
Statements (54)
Predicate
Object
gptkbp:instanceOf
mathematical optimization
metaheuristic
gptkbp:benchmarkProblem
gptkb:Ackley_function
gptkb:Rastrigin_function
gptkb:Rosenbrock_function
gptkb:Sphere_function
gptkbp:category
computational intelligence
swarm intelligence
nature-inspired algorithm
gptkbp:citation
gptkb:IEEE_Transactions_on_Evolutionary_Computation
gptkbp:component
position
velocity
particles
fitness function
gptkbp:developedBy
gptkb:James_Kennedy
gptkb:Russ_Eberhart
https://www.w3.org/2000/01/rdf-schema#label
Particle Swarm Optimization
gptkbp:influencedBy
global best position
personal best position
gptkbp:inspiredBy
social behavior of birds
social behavior of fish
gptkbp:introducedIn
1995
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
differential evolution
genetic algorithm
ant colony optimization
gptkbp:searchSpace
continuous
discrete
gptkbp:supportsAlgorithm
stochastic
population-based
gptkbp:updateRule
position update
velocity update
gptkbp:usedFor
gptkb:machine_learning
global optimization
neural network training
engineering design
function optimization
gptkbp:variant
gptkb:binary_PSO
constriction factor PSO
hybrid PSO
multi-objective PSO
gptkbp:bfsParent
gptkb:Cloud_Distributed_Workflow_Scheduler
gptkb:PSOM-XL
gptkb:Swarm_Intelligence
gptkb:PSO
gptkb:Genetic_Algorithm
gptkbp:bfsLayer
7