AI based math modeling using R Programme

  • Unique Paper ID: 166606
  • PageNo: 1318-1322
  • Abstract:
  • Artificial Intelligence (AI) has revolutionized the field of mathematical modeling by enabling the analysis and prediction of complex systems with high accuracy. This research explores the application of AI techniques, specifically using the R programming language, to develop and enhance mathematical models. By integrating machine learning algorithms, neural networks, and advanced statistical methods, AI-based models can provide more precise predictions and uncover underlying patterns within large datasets. The study highlights the advantages of R in terms of its robust libraries, flexibility, and ease of use for AI-driven mathematical modeling. Key applications include predictive analytics, optimization problems, and simulations across various domains such as finance, healthcare, and engineering. The findings demonstrate the potential of AI to transform traditional mathematical modeling practices, offering significant improvements in efficiency and effectiveness.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{166606,
        author = {M. KRISHNA REDDY},
        title = {AI based math modeling using R Programme},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {2},
        pages = {1318-1322},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=166606},
        abstract = {Artificial Intelligence (AI) has revolutionized the field of mathematical modeling by enabling the analysis and prediction of complex systems with high accuracy. This research explores the application of AI techniques, specifically using the R programming language, to develop and enhance mathematical models. By integrating machine learning algorithms, neural networks, and advanced statistical methods, AI-based models can provide more precise predictions and uncover underlying patterns within large datasets. The study highlights the advantages of R in terms of its robust libraries, flexibility, and ease of use for AI-driven mathematical modeling. Key applications include predictive analytics, optimization problems, and simulations across various domains such as finance, healthcare, and engineering. The findings demonstrate the potential of AI to transform traditional mathematical modeling practices, offering significant improvements in efficiency and effectiveness.},
        keywords = {Artificial Intelligence, Data analysis, Mathematical modeling, Machine learning, Neural Networks, Predictive Analytics, Optimization, R programming, Real-world applications.},
        month = {August},
        }

Cite This Article

REDDY, M. K. (2025). AI based math modeling using R Programme. International Journal of Innovative Research in Technology (IJIRT), 11(2), 1318–1322.

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