Investigating the Impact of Labeling and Triangulation on the Effectiveness of Fixed Point Algorithms


Authors : Nazir Ahmad Parray; Dr. R.S. Patel

Volume/Issue : Volume 10 - 2025, Issue 2 - February

Google Scholar : https://tinyurl.com/ytpywpdm

Scribd : https://tinyurl.com/4r6tfs4e

DOI : https://doi.org/10.5281/zenodo.14898334

Abstract : This study explores the influence of labeling techniques and triangulation structures on the performance of fixed point algorithms. A detailed investigation demonstrates how the choice of labeling directly impacts the convergence rate and solution accuracy of these algorithms. Furthermore, two distinct triangulation methods are examined, and theoretical differences between them are hypothesized. These theoretical findings are corroborated by empirical evidence obtained through the implementation of both triangulation methods within a fixed point algorithm. The research aims to provide insights into the interplay between labeling, triangulation, and algorithmic efficiency, thereby advancing the understanding of fixed point computations.

Keywords : Labeling, Triangulation, Convergence, Fixed Point, Approximation.

References :

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This study explores the influence of labeling techniques and triangulation structures on the performance of fixed point algorithms. A detailed investigation demonstrates how the choice of labeling directly impacts the convergence rate and solution accuracy of these algorithms. Furthermore, two distinct triangulation methods are examined, and theoretical differences between them are hypothesized. These theoretical findings are corroborated by empirical evidence obtained through the implementation of both triangulation methods within a fixed point algorithm. The research aims to provide insights into the interplay between labeling, triangulation, and algorithmic efficiency, thereby advancing the understanding of fixed point computations.

Keywords : Labeling, Triangulation, Convergence, Fixed Point, Approximation.

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