Research Article
A New Initialization Approach in Particle Swarm Optimization for Global Optimization Problems
| PSO (object of particles): | (1) | @input: Particles ⟶ ⟶ with undefined locations | (2) | @output: Particles ⟶ ⟶ with best fitness score | (3) | For each particle | (4) | For each Dimension | (a) | Initialize , as | (b) | if reach to best fitness than , replace by | (c) | Initialize , as | (5) | Declared one global solution as from all the optimal | (6) | Repeat the process up to : | (d) | For each particle update | | Using equation (1) compute | | Using equation (2) compute | | If | | | | If | | | (7) | Return particles ⟶ contains global optimal solution |
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