Monotonic and non-monotonic inductive inference

Monotonic and non-monotonic inductive inference
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单调和非单调归纳推理

DOI:
10.1007/bf03037092
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发表时间:
1991
影响因子:
2.6
通讯作者:
K. Jantke
K. Jantke
中科院分区:
计算机科学4区
文献类型:
--
作者:
K. Jantke

文献摘要

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相似文献

主要目标是展示非单调推理的研究工作和基于递归理论的归纳学习方法之间的关系。引入了单调和弱单调归纳推理的概念。证明了这些概念与归纳推理的其他经典概念有很大的区别,即在归纳推理的几种方法中本质上要求非单调推理。
The main goal is to exhibit the relationship between research work on non-monotonic reasoning and recursion-theoretically based approaches to inductive learning. There are introduced the concepts of monotonic and weakly monotonic inductive inference. It is proved that these concepts are considerably distinguished from other classical concepts of inductive inference, i.e. non-monotonic reasoning is inherently required in several approaches to inductive inference.