Research Article
Intelligent Differential Evolution Scheme for Network Resources in IoT
| (1) | Begin | | (2) | Load and validate iMOPSE dataset | | (3) | t ⟵ 0 | | (4) | Size ⟵ size of the population | | (5) | P(t) ⟵ Initial population | | (6) | f(t) ⟵ Calculate the fitness and makespan | | (7) | while (Stop criterion) | | (8) | for (int i = 0; i < Size; i++) | | (9) | xr1 ≠ xr2 ≠ xr3 ≠ xi ⟵ rand (1,Size) | | (10) | F ⟵ rand (0, 1) | | (11) | (t) ⟵ xr1 + F × (xr − xr3)// parameter of the mutation operator | | (12) | for (j = 0; j < n; j++) | | (13) | | | (14) | end for | | (15) | if (f (ui (t)) ≤ f(xi(t))) | | (16) | xi (t+1) = ui(t) | | (17) | else | | (18) | xi (t+1) = xi (t) | | (19) | end if | | (20) | end for | | (21) | Calculate the fitness and bestnest | | (22) | If (makespan > min (fitness)) | | (23) | makespan = min (fitness) | | (24) | End if | | (25) | bestnest ⟵ Reallocate (bestnest) | | (26) | t ⟵ t + 1 | | (27) | end while | | (28) | return makespan | | (29) | End |
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