The Evolutionary Algorithm to Find Robust Pareto-Optimal Solutions over Time

Algorithm 1

DMOEA (the universal framework).

Set ;

Initialize a population ;

Repeat

 Detect the change of the environment;

 if the environment varies then

  Set ;

  Reinitialize the population ;

 end

 Excute the evolutionary operations;

 ;

 Until termination criteria met