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index on different texts for the same language in , nor need M necessarily converge on texts for languages outside . We next consider two constraints on convergence that limit the freedom of scientists in these ways. |
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§5.4.1 Order Independence |
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As the first constraint on convergence we consider scientists that converge to the same index on every text for a language. |
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5.27 Definition (Blum and Blum [18]) |
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(a) M is order-independent on L just in case for all texts T, T' for L, if , then . |
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(b) M is order-independent on ; just in case M is order-independent on each . |
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(c) M is order-independent just in case M is order-independent on each . |
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Thus an order-independent scientist is relatively insensitive to the choice of text for a language on which it is order-independent: any such text eventually leads it to the same index. Note that different texts for the same language may cause an order-independent scientist to examine different amounts of input before convergence begins (just as for order-dependent scientists). |
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5.28 Definition (Blum and Blum [18]) |
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(a) . |
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(b) . |
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Clearly, . The effect of order independence on scientists may at first appear to be restrictive because of the following consideration. An order-independent learning policy seems to require the ability to determine the equivalence of distinct indexes, but the equivalence question cannot in general be answered by a computational process, indeed, the set is not even r.e. (sec Rogers [158, Section 5.2]). Contrary to expectation, order independence turns out not to be restrictive. This follows from the following extension of a result of Blum and Blum [18] by Fulk [71]. |
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