Research Article

A Feature Selection Method by using Chaotic Cuckoo Search Optimization Algorithm with Elitist Preservation and Uniform Mutation for Data Classification

Algorithm 3

Pseudocode of new elitist preservation.
Input: number of dimensions(features) d, Lb, Ub, Boolean Boundary sigma
Output: The poorer individual of the two populations: mut_pop1, mut_pop2
(1)
(2)
(3)
(4)
(5)ifthen
(6)
(7)end
(8)ifthen
(9)
(10)end
(11)ifthen
(12) mut_pop1[]++
(13)end
(14)else
(15) mut_pop2[] ++
(16)end
(17)return,