def __init__(self, **kwargs):
task, x, rho = kwargs.get('task', None), kwargs.get('x',
None), kwargs.get(
'rho', 1)
if rho != None: self.rho = rho
elif task != None or x != None: self.rho = 1.0
Individual.__init__(self, **kwargs)
def __init__(self, **kargs):
r"""Initialize individual.
Args:
kargs (Dict[str, Any]): Additional arguments.
See Also:
* :func:`NiaPy.algorithms.Individual.__init__`
"""
Individual.__init__(self, **kargs)
def __init__(self, **kwargs):
r"""Init Aging Individual.
Args:
**kwargs (Dict[str, Any]): Additional arguments sent to parent.
See Also:
* :func:`NiaPy.algorithms.Individual.__init__`
"""
Individual.__init__(self, **kwargs)
self.age = 0
def __init__(self, **kwargs): r"""Initialize Monkey particle. Args: **kwargs: Additional arguments See Also: * :class:`NiaPy.algorithms.Individual.__init__()` """ Individual.__init__(self, **kwargs) self.f_pb, self.x_pb = self.f, self.x self.MonkeyKing = False
def __init__(self, F=2, CR=0.5, **kwargs):
r"""Initialize SolutionjDE.
Attributes:
F (float): Scale factor.
CR (float): Crossover probability.
See Also:
:func:`NiaPy.algorithm.Individual.__init__`
"""
Individual.__init__(self, **kwargs)
self.F, self.CR = F, CR
def __init__(self, **kwargs):
r"""Initialize individual.
Args:
kwargs (Dict[str, Any]): Additional arguments.
See Also:
* :func:`NiaPy.algorithms.Individual.__init__`
"""
Individual.__init__(self, **kwargs)
task, x, rho = kwargs.get('task', None), kwargs.get('x', None), kwargs.get('rho', 1)
if rho != None: self.rho = rho
elif task != None or x != None: self.rho = 1.0
def __init__(self, weight, **kwargs):
r"""Initialize fish individual.
Args:
weight (float): Weight of fish.
**kwargs (Dict[str, Any]): Additional arguments.
See Also:
* :func:`NiaPy.algorithms.algorithm.Individual`
"""
Individual.__init__(self, **kwargs)
self.weight = weight
self.delta_pos = nan
self.delta_cost = nan
self.has_improved = False
def __init__(self, E_init=None, S_init=None, **kwargs):
r"""Initialize the Camel.
Args:
E_init (Optional[float]): Starting endurance of Camel.
S_init (Optional[float]): Stating supply of Camel.
**kwargs (Dict[str, Any]): Additional arguments.
See Also:
* :func:`NiaPy.algorithms.Individual.__init__`
"""
Individual.__init__(self, **kwargs)
self.E, self.E_past = E_init, E_init
self.S, self.S_past = S_init, S_init
self.x_past, self.f_past = self.x, self.f
self.steps = 0
def __init__(self, SR=None, grade=0, enable=True, improved=False, task=None, **kwargs): r"""Initialize the individual. Args: SR (numpy.ndarray): Search range. grade (Optional[int]): Grade of individual. enable (Optional[bool]): If enabled individual. improved (Optional[bool]): If individual improved. **kwargs (Dict[str, Any]): Additional arguments. See Also: :func:`NiaPy.algorithms.algorithm.Individual.__init__` """ Individual.__init__(self, task=task, **kwargs) self.grade, self.enable, self.improved = grade, enable, improved if SR is None and task is not None: self.SR = task.bRange / 4 else: self.SR = SR
def __init__(self, **kwargs):
Individual.__init__(self, **kwargs)
self.f_pb, self.x_pb = self.f, self.x
self.MonkeyKing = False
def __init__(self, **kwargs):
Individual.__init__(self, **kwargs)
self.F, self.CR = kwargs.get('F', 2), kwargs.get('CR', 0.5)
def __init__(self, task, rand):
Individual.__init__(self, task=task, e=False, rand=rand)
def __init__(self, task):
Individual.__init__(self, task=task, e=False)
def __init__(self, **kwargs): Individual.__init__(self, **kwargs) self.age = 0
def __init__(self, weight, **kwargs):
Individual.__init__(self, **kwargs)
self.weight = weight
self.delta_pos = np.nan
self.delta_cost = np.nan
self.has_improved = False
def __init__(self, SR, grade=0, enable=True, improved=False, **kwargs):
Individual.__init__(self, **kwargs)
self.SR, self.grade, self.enable, self.improved = SR, grade, enable, improved