Metadata-Version: 1.0
Name: PyShoal
Version: 0.1.0
Summary: Particle Swarm Optimisation implementation.
Home-page: UNKNOWN
Author: Will Furnass
Author-email: will@thearete.co.uk
License: LICENSE.txt
Description: ===========
        PyShoal
        ===========
        
        PyShoal is an implementation of <Particle Swarm Optimisation> in Python.
        
        Typical usage::
        
            #!/usr/bin/env python
            from pso import PSO
        
            def rastrigin(a,b):
                return 0- (10 * 2 + \
                       (a**2 - (10 * np.cos(2 * np.pi * a))) + \
                       (b**2 - (10 * np.cos(2 * np.pi * b))))
        
            obj_func = rastrigin
            o = PSO(obj_func = obj_func, 
                    init_var_ranges = ((-500,500),(-500,500)), 
                    n_parts = 144, 
                    topo="gbest", 
                    weights=[0.9, 0.4, 1.0, 2.5])
            res = o.opt(max_itr = 100, 
                        tol_thres = (0.01,0.01), 
                        tol_win = 5, 
                        plot = True, 
                        save_plots=False)
        
        
Platform: UNKNOWN
