class Citizen(object):
BOUNDS = parm.get_bounds()
P_SIZE = 4
def __init__(self, params=None):
self.parameters = params.copy() if params \
else [rand_bound(*self.BOUNDS[i]) for i in range(self.P_SIZE)]
self.error = np.inf
def get_values(self):
return self.parameters
def get_value(self, pos):
return self.parameters[pos]
def set_value(self, param, value=None):
if value:
if value < self.BOUNDS[param][0]:
value = self.BOUNDS[param][0]
if value > self.BOUNDS[param][1]:
value = self.BOUNDS[param][1]
self.parameters[param] = value
else:
self.parameters[param] = rand_bound(*self.BOUNDS[param])
def get_error(self):
return self.error
def set_error(self, error):
self.error = error
def __init__(self, max_gen, init_fac, s_factor, l_factor, iter_mult,
max_no_impr):
super().__init__()
self.max_gen = max_gen
self.init_fac = init_fac
self.s_factor = s_factor
self.l_factor = l_factor
self.iter_mult = iter_mult
self.max_no_impr = max_no_impr
self.bounds = parm.get_bounds()