Optimizers

Off-the-shelf implementations of standard algorithms. Includes classics such as global-best and local-best. Useful for quick-and-easy optimization problems.

• pyswarms.single package
  • pyswarms.single.global_best module
    • GlobalBestPSO
      • GlobalBestPSO.__init__()
        • GlobalBestPSO.n_particles
        • GlobalBestPSO.dimensions
        • GlobalBestPSO.options
        • GlobalBestPSO.bounds
        • GlobalBestPSO.oh_strategy
        • GlobalBestPSO.bh_strategy
        • GlobalBestPSO.velocity_clamp
        • GlobalBestPSO.vh_strategy
        • GlobalBestPSO.center
        • GlobalBestPSO.ftol
        • GlobalBestPSO.ftol_iter
        • GlobalBestPSO.init_pos
      • GlobalBestPSO.optimize()
  • pyswarms.single.local_best module
    • LocalBestPSO
      • LocalBestPSO.__init__()
        • LocalBestPSO.n_particles
        • LocalBestPSO.dimensions
        • LocalBestPSO.bounds
        • LocalBestPSO.oh_strategy
        • LocalBestPSO.bh_strategy
        • LocalBestPSO.velocity_clamp
        • LocalBestPSO.vh_strategy
        • LocalBestPSO.center
        • LocalBestPSO.ftol
        • LocalBestPSO.ftol_iter
        • LocalBestPSO.options
        • LocalBestPSO.init_pos
        • LocalBestPSO.static
      • LocalBestPSO._abc_impl
      • LocalBestPSO.optimize()
  • pyswarms.single.general_optimizer module
    • GeneralOptimizerPSO
      • GeneralOptimizerPSO.__init__()
        • GeneralOptimizerPSO.n_particles
        • GeneralOptimizerPSO.dimensions
        • GeneralOptimizerPSO.options
        • GeneralOptimizerPSO.topology
        • GeneralOptimizerPSO.bounds
        • GeneralOptimizerPSO.oh_strategy
        • GeneralOptimizerPSO.bh_strategy
        • GeneralOptimizerPSO.velocity_clamp
        • GeneralOptimizerPSO.vh_strategy
        • GeneralOptimizerPSO.center
        • GeneralOptimizerPSO.ftol
        • GeneralOptimizerPSO.ftol_iter
        • GeneralOptimizerPSO.init_pos
      • GeneralOptimizerPSO._abc_impl
      • GeneralOptimizerPSO.optimize()
• pyswarms.discrete package
  • pyswarms.discrete.binary module
    • BinaryPSO
      • BinaryPSO.__init__()
        • BinaryPSO.n_particles
        • BinaryPSO.dimensions
        • BinaryPSO.options
        • BinaryPSO.init_pos
        • BinaryPSO.velocity_clamp
        • BinaryPSO.vh_strategy
        • BinaryPSO.ftol
        • BinaryPSO.ftol_iter
      • BinaryPSO.optimize()