Mathematical Problems in Engineering

Research Article

A New Multiobjective Evolutionary Algorithm for Community Detection in Dynamic Complex Networks

Algorithm 2

Program: Local Search Algorithm:
Input: Given a dominant population before local search
at the generation, the size of dominant population ,
the number of local search.
Output: the improved population in the generation.
Begin
   for to
       ;
      while and not
     Create a new individual applying the mutation
       operator on the individual of dominant
       population ;
     Calculate the objective function value of the new
       individual according to formula (7). If its value is
       greater than that before local search, add the new
       individual to , ;
      ;
      end while
      if not , adds the current individual to
   end for
END