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Case 1: Each stage terminates. Then, . Let . Let . Clearly, T is a text for L and , but M on T does not finitely converge to a set of cardinality at most n. Hence, M does not  |
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Case 2: Some stage s starts but fails to terminate. For each , let . Clearly, for each , and . Since the search in b fails in stage s, for every extending such that , we have . Moreover, for each , Lj D Lj, is infinite. Thus, there is a such that, for all , Lj D Wi is infinite. Thus, M fails to . |
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The above two cases imply the proposition. |
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In contrast to the above result, part (a) of the next proposition shows that there are collections of languages for which an (m+ 1)-error index can be identified in the limit, but for which m-error indexes cannot be learned even if the scientist is allowed to vacillate among a finite, but unbounded, number of conjectures. |
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(a) For , . |
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(b)For all ,  |
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Proof: We prove only part (a). The proof of part (b) is left to the reader. |
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Recall that and that, by Proposition 6.5, . Let Lf and be as in the proof of Proposition 6.19. Consider the collection of single-valued total languages . |
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It is easy to see that . We argue that . Suppose by way of contradiction . Then, in a way similar to the proof of Proposition 6.19 it can shown that there exists a scientist that Fexm-identifies . But Fexm = Exm by Proposition 6.17. Hence, , a contradiction. |
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Exercises 6-12 and 6-13 below contain additional results comparing TxtFex with TxtBc. |
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Errors in the final hypothesis for function identification were first considered by Blum and Blum [18] and later investigated extensively by Case and Smith [35]. The terminology |
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