集对分析在人工智能中的应用与进展
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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。
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.
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.
引文
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