首页> 外文会议>Logic Programming >Learning in Logic with RichProlog
【24h】

Learning in Logic with RichProlog

机译:使用RichProlog进行逻辑学习

获取原文

摘要

Deduction and induction are unified on the basis of a generalized notion of logical consequence, having classical first-order logic as a particular case. RichProlog is a natural extension of Prolog rooted in this generalized logic, in the same way as Prolog is rooted in classical logic. Prolog can answer Σ_1 queries as a side effect of a deductive inference. RichProlog can answer Σ_1 queries, ∏_1 queries (as a side effect of an inductive inference), and Σ_2 queries (as a side effect of an inductive inference followed by a deductive inference). RichProlog can be used to learn: a learning problem is expressed as a usual logic program, supplemented with data, and solved by asking a Σ_2 query. The output is correct in the limit, i.e., when sufficient data have been provided.
机译:推论和归纳是在逻辑结果的广义概念的基础上统一起来的,在特定情况下具有经典的一阶逻辑。 RichProlog是Prolog植根于此通用逻辑的自然扩展,就像Prolog植根于经典逻辑一样。 Prolog可以回答Σ_1查询,这是推论推断的副作用。 RichProlog可以回答Σ_1查询,∏_1查询(作为归纳推理的副作用)和Σ_2查询(作为归纳推理后跟演绎推理的副作用)。 RichProlog可用于学习:将学习问题表示为通常的逻辑程序,并补充数据,并通过询问Σ_2查询来解决。该输出在限制内是正确的,即,当提供了足够的数据时。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号