Base Classes

The base classes are inherited by various PSO implementations throughout the library. It supports a simple skeleton to construct a customized PSO algorithm.

• pyswarms.base package
  • pyswarms.base module
    • SwarmOptimizer
      • SwarmOptimizer.__init__()
        • SwarmOptimizer.n_particles
        • SwarmOptimizer.dimensions
        • SwarmOptimizer.options
        • SwarmOptimizer.bounds
        • SwarmOptimizer.velocity_clamp
        • SwarmOptimizer.center
        • SwarmOptimizer.ftol
        • SwarmOptimizer.ftol_iter
      • SwarmOptimizer._abc_impl
      • SwarmOptimizer._populate_history()
      • SwarmOptimizer.optimize()
      • SwarmOptimizer.reset()
    • DiscreteSwarmOptimizer
      • DiscreteSwarmOptimizer.__init__()
        • DiscreteSwarmOptimizer.n_particles
        • DiscreteSwarmOptimizer.dimensions
        • DiscreteSwarmOptimizer.binary
        • DiscreteSwarmOptimizer.options
        • DiscreteSwarmOptimizer.velocity_clamp
        • DiscreteSwarmOptimizer.ftol
        • DiscreteSwarmOptimizer.ftol_iter
        • DiscreteSwarmOptimizer.options
      • DiscreteSwarmOptimizer._abc_impl
      • DiscreteSwarmOptimizer._populate_history()
      • DiscreteSwarmOptimizer.optimize()
      • DiscreteSwarmOptimizer.reset()