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

Algorithm 2

EA for RPOOT (a framework finding RPOOT).

Set ;

Set evolutionary generation ;

Initialize a population ;

Evaluate the fitness value and survival time of every individual in ;

Caculate the average fitness value by formula (12);

Repeat

 ;

 Detect change in the environment landspaces;

 if the environment changes then

  Set ;

 end

 if

  Reinitialize the population ;

  Evaluate the fitness value and survival time of every individual in ;

  Caculate the average fitness value ;

  Excute evolutionary operations;

 else

  Optimize theth MOP by MOEA/D;

 End

  ;

Until termination criteria met