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

Algorithm 1

Standard PSO Algorithm.

(1) Initialization

(2) while  not stopping criteria  do

(3)    for each  th particle in a population  do

(4)      calculate fitness function

(5)      update pbest and gbest

(6)    end for

(7)       for each  particle in a population  do

(8)       update the th particle’s velocity and

(9)       update the th particle’s position

(10)       end for

(11) end while