Set metaheuristics for optimising variable relationship problems in complex statistical contexts for quantitative data analysis.
DOI:
https://doi.org/10.22517/23447214.25807Keywords:
relationships, variables, interdisciplinary, quantitative.Abstract
The research introduces Set Metaheuristics as an advanced tool for optimisation in problems involving complex relationships between variables in statistical contexts. This methodology is designed to address and improve efficiency in quantitative data analysis, especially when facing complex and multidimensional challenges in scientific research.
Set Metaheuristics is based on search and optimisation techniques that allow us to efficiently explore large spaces of potential solutions. Its application is particularly relevant in situations where traditional statistical models may be insufficient due to high dimensionality or non-linear interaction between variables.
This technique provides a flexible and adaptive approach, capable of adjusting to the particularities of different datasets and specific problems. By implementing Set Metaheuristics, analysis results can be significantly improved, identifying patterns and relationships that may not be evident with conventional methods.
Downloads
References
Coronado, G. (2002). Los pitagóricos: matemática e interpretación de la naturaleza. In Revista De Filosofía De La Universidad De Costa Rica: Vol. XL (Issue 100, pp. 13–21). http://www.circulodecartago.org/wp-content/uploads/2011/02/Los-pitagoricos-matematica-e-interpretacion-de-la-naturaleza.pdf
Coronado, (2002). Los pitagóricos: matemática e interpretación de la naturaleza. p. 15. https://www.circulodecartago.org/wp-content/uploads/2011/02/Los-pitagoricos-matematica-e-interpretacion-de-la-naturaleza.pdf
Llano, A, L, Gutiérrez, E, M, et al. (2016) La interdisciplinariedad: una necesidad contemporánea para favorecer el proceso de enseñanza aprendizaje. Medisur vol.14 no.3, (p. 352).
http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S1727-897X2016000300015
Mosquera, Rodas, J. J. M. (2006). El concepto de intradisciplina como elemento constitutivo de la interdisciplina en las ciencias, la filosofía y el arte. Dialnet. https://dialnet.unirioja.es/servlet/articulo?codigo=4821071
Oxford Languages. The Home of Language Data. (2022, August 26). https://es.oxforddictionaries.com/definicion/armonia
Oxford Languages. The Home of Language Data. (2022b, August 26). https://es.oxforddictionaries.com/definicion/intra
Oxford Languages. The Home of Language Data. (2022c, August 26). https://es.oxforddictionaries.com/definicion/inter
Oxford Languages. The Home of Language Data. (2022f, August 26). https://es.oxforddictionaries.com/definicion/multi-
Oxford Languages. The Home of Language Data. (2022g, August 26). https://es.oxforddictionaries.com/definicion/tras-
Downloads
-
Vistas(Views): 285
- PDF (Español (España)) Descargas(Downloads): 117
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Scientia et Technica
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
The undersigned authors declare that the article submitted to the journal Scientia et Technica is an original work and that all its content is free of third-party copyright restrictions or has the corresponding authorizations. Consequently, the authors assume responsibility for any litigation or claim related to intellectual property rights, releasing the Technological University of Pereira and the journal Scientia et Technica from any liability.
If the submitted work is accepted for publication, the authors retain copyright to the article and grant the journal Scientia et Technica the right of first publication, as well as a non-exclusive, perpetual license to reproduce, edit, distribute, display, and publicly communicate the article in any medium or format, including print, electronic, databases, repositories, the Internet, or other scientific dissemination systems. The authors agree that the article will be published in open access and distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).
The journal Scientia will respect in all cases the moral rights of the authors, in accordance with the provisions of article 30 of Law 23 of 1982 of the Republic of Colombia, recognizing the authorship of the work, the right to integrity and the right of disclosure, which are inalienable and non-waivable.