在一种扩展多层感知器模型中实现命题知识的语义推演

数学季刊 ›› 2003, Vol. 18 ›› Issue (3): 247-257.

在一种扩展多层感知器模型中实现命题知识的语义推演

Department of Applied Mathematics ,Southwest Jiaotong University ,Chengdu 610031,China

收稿日期:2002-12-03 出版日期:2003-09-30 发布日期:2024-04-09
作者简介:HUANG Tian-min（1958－） male native of Yongnian Hebei a professor of Southwest Jiaotong Universi- ty Ph．D． engages in operations research and optimization intelligent control；PEI Zheng（1968－） male native of Yülin Shaanxi a post-doctor of Southwest Jiaotong University Ph．D． engages in uncertainty reasoning intelligent control .
基金资助:
Supported by the National Natural Science Foundation of China（60074014）

Implementing Semantic Deduction of Propositional Knowledge in an Extension Multi-layer Perceptron

Department of Applied Mathematics ,Southwest Jiaotong University ,Chengdu 610031,China

Received:2002-12-03 Online:2003-09-30 Published:2024-04-09
About author:HUANG Tian-min（1958－） male native of Yongnian Hebei a professor of Southwest Jiaotong Universi- ty Ph．D． engages in operations research and optimization intelligent control；PEI Zheng（1968－） male native of Yülin Shaanxi a post-doctor of Southwest Jiaotong University Ph．D． engages in uncertainty reasoning intelligent control .
Supported by:
Supported by the National Natural Science Foundation of China（60074014）

摘要/Abstract

摘要： The paper presents an extension multi-layer perceptron model that is capable of representing and reasoning propositional knowledge base．An extended version of propositional calculus is developed and its some properties is discussed．Formulas of the extended calculus can be expressed in the extension multi-layer perceptron ．Naturally semantic deduction of propositional knowledge base can be imple- ment by the extension multi-layer perceptron and by learning an unknown formula set can be found .

关键词: multi-layer perceptron, extension multi-layer perceptron, propositional calculus, proposi- tional knowledge buse, semantic deduction

Abstract: The paper presents an extension multi-layer perceptron model that is capable of representing and reasoning propositional knowledge base．An extended version of propositional calculus is developed and its some properties is discussed．Formulas of the extended calculus can be expressed in the extension multi-layer perceptron ．Naturally semantic deduction of propositional knowledge base can be imple- ment by the extension multi-layer perceptron and by learning an unknown formula set can be found .

Key words: multi-layer perceptron, extension multi-layer perceptron, propositional calculus, proposi- tional knowledge buse, semantic deduction

中图分类号:

O159

黄天民, 裴峥. 在一种扩展多层感知器模型中实现命题知识的语义推演[J]. 数学季刊, 2003, 18(3): 247-257.

HUANG Tian-min PEI Zheng . Implementing Semantic Deduction of Propositional Knowledge in an Extension Multi-layer Perceptron[J]. Chinese Quarterly Journal of Mathematics, 2003, 18(3): 247-257.