Basic Hand Gestures Classification Based on Surface Electromyography

Algorithm 1

Cuckoo Search algorithm.

() Establish a -dimensional objective function ,

() Generate initial population of host nests   

() while end conditions are not met do

()    Get a cuckoo randomly by Lévy flights and evaluate its quality/fitness

()    Randomly choose a nest among the host nests

()    if then

()     Replace by the new solution

()    end if

()    A fraction of worse nests are abandoned and new ones are built

() Keep the best solutions

() Rank the solutions and find the current best

() end while