A Two-Archive Algorithm with Interactive Mechanism for Many-Objective Optimization

Algorithm 1

Framework of the proposed algorithm.

1: weightVectorsGenerator()

2: initializePopulation()

3: initializeIdealPoint()

4: initializeNeighborhood()

5:

6: while termination criterion is not fulfilled do

7:  for  to do

8:   (,) matingSelection()

9:    crossover

10:    mutation()

11:   updateIdealPoint()

12:    updateDA(,)

13:   updateCA()

14:  end for

15:  

16: end while

17: return all the non-dominated solutions in