def integrate_toy_example(x):
"""
:param x: n_products * [int]
:return: [float]
"""
val = simulation(x,
10000,
n_customers,
n_products,
cost,
sell_price,
seed=1)
return val
def toy_example(n_samples, x):
"""
:param n_samples: int
:param x: (n_products * [int] + [n_products * [float]]) inventory levels, and total sum over the
number of custombers of the Gumbel random vector associated to the n_products.
:return: [float, float]
"""
val = simulation(x,
n_samples,
n_customers,
n_products,
cost,
sell_price,
seed=1)
return val
def toy_example(n_samples, x):
"""
:param n_samples: int
:param x: (n_products * [int] + [int]) inventory levels, and total sum over the
number of custombers of the Gumbel random vector associated to the n_products.
:return: [float, float]
"""
inv_levels = x[0:-1]
inv_levels = [int(a) for a in inv_levels]
task = x[-1]
val = simulation(inv_levels,
n_samples,
n_customers,
n_products,
cost,
sell_price,
set_sum_exp=set_constraints[task],
seed=1)
return val
