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

Algorithm 5

An adaptive diversity maintenance strategy.

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

, the capacity of the non-dominated set; and , the upper and

lower bounds of the decision vector; , the dimensions of the decision space.

Output:  , the random set and its size, .

1: if    then

2:  

3:  for all    do

4:   i≔0;

5:   while    do

6:    

7:   end while

8:  end for

9: else

10:  

11:  

12: end if