def individual_multi():
genes = [0, 0, 0, 0, 1, 0, 0, 1, 0, 3, 3]
bounds = [0, 0, 0, 0, 1, 1, 0, 2, 2, 3, 3]
funset = FunctionSet()
funset.add(np.add, 2)
params = Parameters(2, 2, 1, 3, funset)
return params.individual_class(genes, bounds, params)
def individual_sin():
genes = [0, 0, 1, 1, 0, 2, 0, 0, 3, 4]
bounds = [1, 1, 1, 1, 2, 2, 1, 3, 3, 4]
funset = FunctionSet()
funset.add(np.add, 2)
funset.add(np.sin, 1)
params = Parameters(2, 1, 1, 3, funset)
return params.individual_class(genes, bounds, params)