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now formulate a similar requirement for the paradigm of function learning. |
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5.63 Definition (Case and Ngo-Manguelle [34]) |
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(a) M is Popperian on f just in case for all n, . |
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(b) M is Popperian on just in case M is Popperian on each . |
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(c) M is Popperian just in case M is Popperian on . |
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(d) . |
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(e) . |
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An index for a total computable function is a testable hypothesis, since it is possible to test its accuracy against the data provided by a finite sequence. Such testability motivates the terminology "Popperian," since Popper (e.g, [153]) insisted on this aspect of scientific practice. Requiring the testability of hypotheses appears to be a useful requirement. However, like many other seemingly rational constraints, both versions of Popperian scientists pay a price for their rationality, as implied by the next result. |
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5.64 Proposition . |
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Proof: Clearly, . |
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We first show that . |
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Consider again the collection of self-describing computable functions Clearly, . Suppose by way of contradiction that M is Popperian (on ) and identifies . Then, by Kleene's recursion theorem (Theorem 2.3), there exists an e such that, for all x, |
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Since M is Popperian, j e is total and thus . Also, for all x > 0, Thus , a contradiction. Hence, . |
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Let be as defined in the proof of Proposition 5.62 on page 116. Clearly, . By Exercise 5-22 . |
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We describe a nice characterization of [Ex]Popperian First, recall from Definition 5.10 that is said to be r.e. indexable exactly when there is an such that . We define the class |
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