Open Access
Table 2
Pseudo code of mMQHOA.
| 1. | Input: Ac // Scale convergence accuracy |
|---|---|
| 2. |
Initialization: k;  //Number of particles; Initial scaleX ; κ k ; σ k //Particle swarm; Energy level scale; Pre-evolutionary scale |
| 3. | while(σ s > A c ) |
| 4. | While(σ k > σ s ) |
| 5. | While(Δ
σ
k
> σ
s
and  ) |
| 6. | σ k = std (X) // Pre-evolutionary standard deviations |
| 7. | κ k = std (F) // Standard deviations of objective functions |
| 8. | For each x
i
,  //Generate sub particle swarm 
|
| 9. |
R= INSA (x
i
, ) //Non-dominated sorting |
| 10. | Update x i = x min(R) //R, Particle rank vector |
| 12. |
 // Post-evolutionary standard deviations |
| 13. |
 // Standard deviations of objective functions |
| 14. |
 ; 
|
| 15. | end |
| 16. | R= INSA(X) //Non-dominated sorting |
| 17. | Energy level reduction x mean = x max(R) //R, Particle rank vector |
| 18. | end |
| 19. | σ s = 0.5σ s //Scale reduction |
| 20. | end |
| 21. | Output: Particle swarm X ; Objective function matrix F (x i ) |
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