Topological Complexity And Algorithms For Analyzing The Data

Authors

  • Kosimova Marjona Shakirjon qizi 1st year master student in mathematics (in areas) of the faculty of Mathematics of the National University of Uzbekistan

Keywords:

Topological Complexity, topological data analysis, persistent homology, mapper algorithm

Abstract

In this article, we delve into the fundamental concepts of topological complexity and explore the algorithms that enable us to analyze and interpret data shapes effectively. From the foundational principles of topology and simplicial complexes to advanced computational techniques like persistent homology and Mapper, we uncover how TDA offers a unique perspective on data analysis.

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Published

2024-06-28

Issue

Vol. 31 (2024): EJPCM

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

How to Cite

Topological Complexity And Algorithms For Analyzing The Data. (2024). Eurasian Journal of Physics,Chemistry and Mathematics, 31, 1-4. https://geniusjournals.org/index.php/ejpcm/article/view/6177