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account for some data; a weak-monotonic scientist must keep generalizing until the current hypothesis fails to account for some data. A nontrivial proof shows that weak-monotonic scientists and conservative scientists identify the same collections of languages. (See Exercise 5-21.)
We now consider the interplay between the three generalization strategies defined above. It is easy to verify the following proposition.
5.54 Proposition
(a) 0111-001.gif
(b) 0111-002.gif
(c) 0111-003.gif
(d) 0111-004.gif
The next result shows that there are collections of languages that can be identified by monotonic scientists but cannot be identified by any weak-monotonic scientists.
5.55 Proposition 0111-005.gif
Before proving this proposition, we note the following corollary that follows from the above proposition and Proposition 5.54.
5.56 Corollary
(a) 0111-006.gif
(b) 0111-007.gif
Proof (Proposition 5.55): Let M0, M1, . . . be an enumeration of total computable scientists along the lines of Corollary 4.16. For each j and m, let 0111-008.gif and 0111-009.gif. For each j, let Tj denote the text 0111-010.gif and let
0111-011.gif
Note that Sj is recursive. Now define the collection of languages:
0111-012.gif
We show that 0111-013.gif.

 
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