Application of mathematical thinking in artificial intelligence
Yinshan Jiang · Third International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2022) · 2022
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.