Evaluate all individuals of a population.

Parameters¶

vars_int: np.array

The integer variable values, shape: (n_pop, n_vars_int)

vars_float: np.array

The float variable values, shape: (n_pop, n_vars_float)

ret_prob_res: bool

Flag for additionally returning of problem results

Returns¶

objs: np.array

The objective function values, shape: (n_pop, n_objectives)

cons: np.array

The constraints values, shape: (n_pop, n_constraints)

prob_res: object, optional

The problem results