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Titlebook: Analogical and Inductive Inference; International Worksh Klaus P. Jantke Conference proceedings 1987 Springer-Verlag Berlin Heidelberg 1987

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楼主: melancholy
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Inductive inference of functions from noised observations,satisfy a recursion theoretic randomness condition. It turns out that under three natural assumptions (finite range, reliable identifiability of the function class and "proper" noise function) the identifiability is preserved up to a finite set of anomalies.
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Can missing information be also useful?, some sense incomplete, data base. An algorithm is described which, using the missing information in a special way, generates the required rules. The generated rules also match an appropriate complete data base that is exponentially greater than the original one.
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A decidability problem of church-rosser specifications for program synthesis,algebraic framework for a comprehensive generalization of SUMMERS‘ approach by using Church-Rosser specifications of a special kind. Based on a brief description of a general program synthesis method we deduce a decidability problem forming a pure theoretical foundation of our method. Finally, we ch
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On the complexity of effective program synthesis, to algorithmically determine when the correct program of the function under consideration has been found. Necessary and sufficient conditions are derived that the synthesis can be done if the admissible number of input/output examples is bounded.
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