[1]蒋云良,赵克勤.集对分析在人工智能中的应用与进展[J].智能系统学报,2019,14(1):28-43.[doi:10.11992/tis.201803030]
JIANG Yunliang,ZHAO Keqin.Application and development of set pair analysis in artificial intelligence: a survey[J].CAAI Transactions on Intelligent Systems,2019,14(1):28-43.[doi:10.11992/tis.201803030]
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JIANG Yunliang,ZHAO Keqin.Application and development of set pair analysis in artificial intelligence: a survey[J].CAAI Transactions on Intelligent Systems,2019,14(1):28-43.[doi:10.11992/tis.201803030]
集对分析在人工智能中的应用与进展
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
14
期数:
2019年第1期
页码:
28-43
栏目:
综述
出版日期:
2019-01-05
- Title:
- Application and development of set pair analysis in artificial intelligence: a survey
- Keywords:
- natural intelligence; artificial intelligence; set pair analysis; deterministic calculation; uncertainty analysis
- 分类号:
- TP311
- 摘要:
- 人工智能是我国发展战略，集对分析从自主原创角度为人工智能提供一种基础性思路，具有重要意义。集对分析把确定的数学计算与不确定性系统分析有机结合，已在人工智能基础、模式识别、不确定性推理、智能决策、知识生态学、自然语言理解、专家系统、神经网络、智能工程、智能社会网络社区划分与演化等研究中得到应用。本文在概述集对分析的原理和联系数之后，综述集对分析在人工智能中的应用和进展，以期推动集对分析在人工智能中的进一步应用。
- Abstract:
- Artificial intelligence is a national development strategy in China. Set pair analysis (SPA) is a method that organically combines deterministic calculation with uncertainty systematic analysis, and has provided a very significant basic idea for artificial intelligence. Set pair analysis has been widely applied in fields such as artificial intelligence, pattern recognition, uncertainty reasoning, intelligent decision making, knowledge ecology, natural language understanding, expert system, neural network, intelligent engineering, and community division, as well as in the evolution of intelligent social network. In this paper, the principles of SPA and connection number are first outlined, and then the applications of SPA in artificial intelligence are summarized to promote further applications.
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备注/Memo
收稿日期:2018-03-19。
基金项目:国家自然科学基金项目（61771193）.
作者简介:蒋云良,男,1967年生,教授,博士,主要研究方向为智能信息处理、地理信息系统。主持和参与国家自然科学基金和省部级科研项目10余项。发表学术论文40余篇;赵克勤,男,1950年生,研究员,中国人工智能学会第4、5、6届理事、人工智能基础专委会副主任,主要研究方向为信息处理、集对分析、联系数学、联系科学。1989年提出集对分析(联系数学)。发表论文100余篇,出版专著4部。
通讯作者:赵克勤.E-mail:spacnm@163.com
更新日期/Last Update:
1900-01-01