def perturb(self):
'''
Systematically change which item is absent from the list
'''
self.n = self.n + 1
if self.n >= len(self.val_init):
self.n = 0
index = [1 for i in range(len(self.val_init))]
index[self.n] = 0
self.val_list = list(itertools.compress(self.val_init, index))
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