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GSO_implementation

  • Code for implementation in /implementation/code folder
  • result for each fitness_function for each model in /implementation/results folder

Parameter rules:

  • function evaluations is defined as the number of computations that applied to all particles in the population in algorithm.
  • For example: PSO: 100 particles, 1000 epochs => function evaluation = 100k

Parameters setting: this set of parameters satisfies function evaluation rangeing from 20k-40k

  • GSO: M: [15, 20], N[5, 10], L1[5, 10], L2[200, 300], epochs: 5
  • other swarm-based algorithms: population_size[50, 100, 150], epochs: [100, 200, 300]

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