Calculating Fractal Correlation Dimension

Resource Overview

Another MATLAB program for computing fractal correlation dimension with enhanced algorithmic implementation details

Detailed Documentation

This is another MATLAB program designed for calculating fractal correlation dimension. The program features a straightforward implementation approach using correlation integral algorithms, where users simply need to input relevant parameters and execute the code. During execution, the program automatically processes data points and calculates the correlation dimension through logarithmic scaling analysis. Key functions include distance matrix computation, correlation sum calculation, and linear regression for dimension estimation. Users can observe the data transformation process and analyze the scaling behavior through plotted results. This implementation helps deepen understanding of fractal correlation dimension concepts and supports better outcomes in related research studies by providing clear visualization of the mathematical relationships.