Evaluates the objective

def evaluate_objective(self):
        """
        Evaluates the objective
        """
        self.Y_new, cost_new = self.objective.evaluate(self.suggested_sample)
        self.cost.update_cost_model(self.suggested_sample, cost_new)
        self.Y = np.vstack((self.Y,self.Y_new))