[1]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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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
14
Number of periods:
2019 1
Page number:
28-43
Column:
综述
Public date:
2019-01-05
- Title:
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Application and development of set pair analysis in artificial intelligence: a survey
- Author(s):
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JIANG Yunliang1; ZHAO Keqin2
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1. School of Information Engineering, Huzhou Normal University, Huzhou 313000, China;
2. Institution of Zhuji connection Mathematics, Zhuji 311800, China
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- Keywords:
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natural intelligence; artificial intelligence; set pair analysis; deterministic calculation; uncertainty analysis
- CLC:
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TP311
- DOI:
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10.11992/tis.201803030
- Abstract:
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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.