Application of mathematical thinking in artificial intelligence

Yinshan Jiang

doi:10.1117/12.2646965

7 September 2022 Application of mathematical thinking in artificial intelligence

Yinshan Jiang

Proceedings Volume 12329, Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022); 123290B (2022) https://doi.org/10.1117/12.2646965
Event: Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022), 2022, Changsha, China

Abstract

The society has entered the era of big data, computer network technology has improved people's living standards to a new level, and continues to progress toward the direction of artificial intelligence. Artificial intelligence is one of the three major scientific and technological achievements of the 20th century, and mathematics is its key theoretical foundation. Taking artificial intelligence in the era of big data as the research object, this paper analyzes the application of traditional mathematical operations in artificial intelligence in the field of computer science and technology in the future from the perspective of mathematical thinking. This paper mainly introduces the typical mathematical basis of artificial intelligence, including linear algebra, probability theory, mathematical statistics, discrete mathematics and mathematical modeling, and prospects the development trend of mathematical basis of artificial intelligence, hoping to provide some reference for the application of artificial intelligence in computer network technology.

Citation Download Citation

Yinshan Jiang "Application of mathematical thinking in artificial intelligence", Proc. SPIE 12329, Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022), 123290B (7 September 2022); https://doi.org/10.1117/12.2646965

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