A Hybrid Predictive Strategy Carried through Simultaneously from Decision Space and Objective Space for Evolutionary Dynamic Multiobjective Optimization

Algorithm 3

Calculating the final nondominated set in t+1 time step and its size.

Input:  , the capacity of memory set; , the size of the population;

  and , the non-dominated sets obtained by the prediction methods based on

  the center point and CTI, respectively; , the capacity of the non-dominated set

  in t time step.

Output:  The final non-dominated set in t+1 time step, and its size, .

1: if     then

2:  if    then

3:   Select (/2) individuals from , as ;

4:   Select (/2) individuals from , as ;

5:

6:  end if

7:  if    then

8:   Select (()/2) individuals from , as ;

9:   Select ((/2) individuals from , as ;

10:

11:  end if

12:  

13: end if

14: if    then

15:  if    then

16:   Select () individuals from , as ;

17:   Select ( individuals from , as ;

18:

19:  end if

20:  if    then

21:   Select individuals from , as ;

22:   Select individuals from , as ;

23:

24:  end if

25:  

26: end if