def perturb(self):
''' Peturb the list by selecting a random subset of the initial list '''
# randomly index list elements to be kept
index = [random.randint(0,1) for r in range(len(self.val_init))]
# update list and keep list values where index is 1
self.val_list = list(itertools.compress(self.val_init, index))
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