带有非规则的模糊逻辑

D. Driankov, H. Hellendoorn
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引用次数: 14

摘要

除非规则旨在处理不完全信息和/或资源约束的推理问题。除非规则的形式是“如果X是A,那么Y是B,除非Z是C”。这样的规则适用于条件语句if X is A then Y is B通常成立,断言Z is C很少成立的情况。因此,使用这种类型的规则,当建立异常条件所需的资源很紧张,或者根本没有关于它是否成立的可用信息时,可以忽略异常条件。在这种信息不完全的情况下,因为如果X是A,那么Y是B通常是成立的,一个人可能愿意跳到Y是B的结论,因为X是A,因为没有关于Z是否为C的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy logic with unless-rules
Unless-rules are intended to deal with problems of reasoning with incomplete information and/or resource constraints. An unless-rule is proposed to be of the form 'if X is A then Y is B unless Z is C'. Such rules are employed in situations in which the conditional statement if X is A then Y is B usually holds and the assertion Z is C holds rarely. Thus, using a rule of this type the exception condition can be ignored when the resources needed to establish its presence are tight or there simply is no information available as to whether it holds or does not hold. In this case of incomplete information, since it is the case that if X is A then Y is B usually holds, one may be willing to jump to the conclusion Y is B given that X is A because no information as to whether Z is C holds is available.<>
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