Extracting T–S Fuzzy Models Using the Cuckoo Search Algorithm

Pseudocode 1

begin

Choose an objective function ;

Generate initial population of n host nests ;

While  (stop criterion);

Get a cuckoo (say ) randomly by Lévy Flights;

Calculate its fitness ;

Choose a nest among (say ) randomly;

If  ,

Change by the new solution;

end if

A probability of worse nests is abandoned and new solutions are made;

Conserve the best solutions;

Classify the solutions and find the current best;

end while

end