Statements (43)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
metaheuristic |
| gptkbp:field |
gptkb:artificial_intelligence
computer science operations research |
| gptkbp:hasConcept |
position
velocity particles fitness function global best personal best |
| gptkbp:hasVariant |
gptkb:binary_PSO
hybrid PSO multi-objective PSO constrained PSO discrete PSO |
| https://www.w3.org/2000/01/rdf-schema#label |
Particle swarm optimization
|
| gptkbp:inspiredBy |
social behavior of birds
social behavior of fish |
| gptkbp:introducedIn |
1995
|
| gptkbp:inventedBy |
gptkb:James_Kennedy
gptkb:Russ_Eberhart |
| gptkbp:limitation |
parameter sensitivity
premature convergence |
| gptkbp:openSource |
gptkb:PySwarms
PSO Toolbox for MATLAB SwarmOps |
| gptkbp:parameter |
maximum velocity
cognitive coefficient inertia weight social coefficient swarm size |
| gptkbp:publishedIn |
IEEE International Conference on Neural Networks 1995
|
| gptkbp:relatedTo |
differential evolution
genetic algorithm ant colony optimization |
| gptkbp:supportsAlgorithm |
stochastic
population-based |
| gptkbp:usedFor |
gptkb:machine_learning
engineering design function optimization |
| gptkbp:bfsParent |
gptkb:Metaheuristics
|
| gptkbp:bfsLayer |
7
|