def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
de_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = de_paras["epoch"]
self.pop_size = de_paras["pop_size"]
self.wf = de_paras["wf"]
self.cr = de_paras["cr"]
self.filename = "DE_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
ga_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = ga_paras["epoch"]
self.pop_size = ga_paras["pop_size"]
self.pc = ga_paras["pc"]
self.pm = ga_paras["pm"]
self.filename = "GA_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
pso_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = pso_paras["epoch"]
self.pop_size = pso_paras["pop_size"]
self.c1 = pso_paras["c_minmax"][0]
self.c2 = pso_paras["c_minmax"][1]
self.w_min = pso_paras["w_minmax"][0]
self.w_max = pso_paras["w_minmax"][1]
self.filename = "PSO_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
abfols_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = abfols_paras["epoch"]
self.pop_size = abfols_paras["pop_size"]
self.Ci = abfols_paras["Ci"]
self.Ped = abfols_paras["Ped"]
self.Ns = abfols_paras["Ns"]
self.N_minmax = abfols_paras["N_minmax"]
self.filename = "ABFOLS_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
bfo_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.pop_size = bfo_paras["pop_size"]
self.Ci = bfo_paras["Ci"]
self.Ped = bfo_paras["Ped"]
self.Ns = bfo_paras["Ns"]
self.Ned = bfo_paras["Ned"]
self.Nre = bfo_paras["Nre"]
self.Nc = bfo_paras["Nc"]
self.attract_repels = bfo_paras["attract_repels"]
self.filename = "BFO_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
cro_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = cro_paras["epoch"]
self.pop_size = cro_paras["pop_size"]
self.po = cro_paras["po"]
self.Fb = cro_paras["Fb"]
self.Fa = cro_paras["Fa"]
self.Fd = cro_paras["Fd"]
self.Pd = cro_paras["Pd"]
self.G = cro_paras["G"]
self.GCR = cro_paras["GCR"]
self.k = cro_paras["k"]
self.filename = "CRO_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])
def __init__(self,
root_base_paras=None,
root_hybrid_paras=None,
ocro_paras=None):
RootHybridMlnn.__init__(self, root_base_paras, root_hybrid_paras)
self.epoch = ocro_paras["epoch"]
self.pop_size = ocro_paras["pop_size"]
self.po = ocro_paras["po"]
self.Fb = ocro_paras["Fb"]
self.Fa = ocro_paras["Fa"]
self.Fd = ocro_paras["Fd"]
self.Pd = ocro_paras["Pd"]
self.G = ocro_paras["G"]
self.GCR = ocro_paras["GCR"]
self.k = ocro_paras["k"]
self.restart_count = ocro_paras["restart_count"]
self.filename = "OCRO_MLNN-sliding_{}-{}".format(
root_base_paras["sliding"], root_hybrid_paras["paras_name"])