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()