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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def acquisition_function(self, x):
 """ Returns the value of the acquisition function at x. """


        return self._penalized_acquisition(x, self.model, self.X_batch, self.r_x0, self.s_x0)