An Improved MOEA/D Algorithm for Complex Data Analysis

Algorithm 1

MOEA/D-AEE pseudocode description. MOEA/D-AEE.

1 Select Neighbour B;

2 Initialize population P;

3 Compute extreme points F¹ and F²;

4 whilestop condition not reacgeddo

5 forin opulationdo

6  if random then

7   Set B(i) as neighbor of ;

8  else.

9   Set Set B(i) as population;

10  end.

11  Select parents from B(i).

12  Use proposed method to reproduce offspring y;

13  Repair y to reasonable range;

14  Update extreme points F¹ and F³;

15  Set update counter ;

16  Shuffle B(i) randomly;

17  forin neighbor of B(i) do

18  ifthen

19   Set ;

20   Set ;

21   ifthen

22     Break;

24   end

25  end

26 end

27 end