In the world of finance and economics, the use of mathematical tools and statistical methodologies to evaluate and predict market movements is an inherent aspect of operations. Particularly, the complexity of financial markets has demanded innovative tools for analysis, making some fields of mathematics like chaos theory and fractal geometry increasingly relevant....