北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 1998, Vol. 21 ›› Issue (4): 1-6.

• 学术论文 •    下一篇

面向智能研究的全信息理论*#br# ——纪念Shannon信息论50周年

钟义信   

  1. 北京邮电大学信息工程系, 北京 100876
  • 收稿日期:1998-04-06 出版日期:1998-09-10
  • 基金资助:
    国家“863计划”资助项目

Intelligence Oriented Comprehensive Information Theory#br# —In Memory of the 50th Anniversary of ShannonInformation Theory

Zhong Yixin   

  1. Department of Information Engineering,Beijing University of Posts and Telecommunications, Beijing 100876
  • Received:1998-04-06 Online:1998-09-10
  • Supported by:
     

摘要: Shannon信息论问世50年了, 它对通信技术的发展作出了伟大的贡献.与此同时, 社会发展对智能研究的需求日益紧迫, 后者要求新的信息理论支持.为此, 本文根据智能理论研究的需要和特点, 给出了面向智能研究的全信息理论, 提出了语法信息、 语义信息和语用信息三位一体的全信息概念, 建立了基于模糊集合理论的全信息测度方法, 阐明了全信息的推理与决策机制, 从而可以为研究高等智能理论提供一种系统化的理论与方法.结果还表明, 在随机事件场合, 全信息理论可以在一定条件下退化为Shannon信息论.

关键词: 全信息, 全信息理论, 信息科学, 智能理论

Abstract: It is now the 50th anniversary of Shannon information theory which has made great contribution to the development of communication technology.In the meantime, there has been an increasingly urgent demand onintelligence research, needing the support from a new theory of information.Considering the characteristics of intelligence, a new theory of information dedicating to the intelligence research, the comprehensive information theory, or simply CIT, is presented here to meet the needs of intelligence research.The basic results presented here include the following: defining the concept of comprehensive information as a trinity of syntactic-semantic-pragmatic information, establishing the mathematical measures of comprehensive information by means of fuzzyset theory, explicating the mechanism of inference and decision-making based oncomprehensive information.The results show that CIT may provide a systematic and effective approach to the advanced intelligence research and that Shannon information theory can be regarded as a special solution of CIT in the case of random events.

Key words: perfect information, comprehensive informationtheory, information science, intelligence theory

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