Hyperparameters of Particle Swarm Optimizer
The following table describes the hyperparameters of Particle Swarm Optimizer (PSO).
|
Hyperparameter
|
Description
|
|
Batch Size
|
Maximum number of jobs to be run.
|
|
Budget
|
Maximum number of points that can be simulated.
|
|
Number of Particles
|
Number of candidates in each iterations.
|
|
Seed
|
Seeds to initialize pseudo-random number generators.
|
|
W
|
Inertia weight
|
|
C1
|
Cognitive constant
|
|
C2
|
Social constant
|
Related Topics
Advanced Optimization
Advanced Optimizers in ADE Assembler
Example of Custom Optimization Algorithm
Integrating a Custom Optimizer into ADE Assembler
AOP Options Form
Return to top
