List of parameters and hyperparameters for Particle Swarm Optimization
number of particles in swarm (discrete value) (‘autopar’ context: default value 8, which means that 8 different neural net hyperparameters sets will be tested (‘hpar’ context: default value 50, which means that 50 neural net weights sets will be tested #tuning priority 1
Minimum value for particles positions (default value -10)
maximum value for particles positions (default value 10)
ratio applied to limit velocities (continuous value between 0 and 1, default value 0.2)
inertia damp ratio (continuous value between 0 and 1, default value 1 equivalent to OFF)
kappa (default value 1)
Phi 1 (default value 2.05)
Phi 2 (default value 2.05)
PSO video tutorial from Yarpiz