Feature Selection and Classifier Parameters Estimation for EEG Signals Peak Detection Using Particle Swarm Optimization

Table 5

Parameters setting of standard PSO and RA-PSO algorithms.

Initial PSO parameters
Parameters	Value
Decrease inertia weight,	0.9~0.4
Cognitive component,	2
Social component,	2
Random value, and	Random number 0, 1
Velocity vector for each particle	0
Initial pbest score for each particle	0
Initial gbest score	0
Range of search space for + 1 to + 5
Range of search space for + 6 to + 12
Range of search space for + 13 to   ×  2