Adaptive Randomness: A New Population Initialization Method

Algorithm 1

AR-based population initialization algorithm.

()  Set , ,

()  Randomly generate an individual from a -dimensional search space

()  

()  ++

()  while    do

()   Randomly initialize with trial individuals

()   Select the trial individual such that for all :

()   

()   ++

() Set

() end while

() return Set the final as the initial population