Professors of the TecNM Campus Purisima del Rincon, publish a scientific research in magazine in the Netherlands Da click en el link al final de l
Professors of the TecNM Campus Purisima del Rincon, publish a scientific research in magazine in the Netherlands
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Purisima del Rincon/Gto News
Teachers from the TecNM Campus Purisima del Rincon, belonging to the National System of Researchers of the National Council of Humanities, Sciences and Technologies -CONAHCYT-, published a research based on computational optimization for Artificial Intelligence –AI- applications in the magazine “Swarm and Evolutionary Computation” in the Netherlands.
The research proposes a methodology called “J-SIGMA” that allows computational optimization algorithms, belonging to different families (swarm, evolutionary, and distribution estimation), to considerably improve their performance and speed of convergence for AI applications.
The scientific contribution made by teachers from the TecNM Campus Purisima del Rincon will make strategic, tactical and operational decisions more efficient for the benefit of the student community and society, by being able to improve route optimization, disease diagnosis, traffic light management -configure them to maximize the vehicle flow and minimize collisions-, image filter design, product quality inspection, among many more applications.
During the year that the research lasted, an innovative proposal was developed that was located on the frontier of knowledge, it was tested experimentally and validated under a robust scheme, later they went through 6 months of review by international researchers who ruled that the research met all standards for publication.
“Swarm and Evolutionary Computation” is positioned as one of the most prestigious journals internationally, it has an impact factor of 10,267 in the Journal Citation Reports, it is located in Quartile 1, its publication rate is 17% (out of 100 % of investigations that reach them), and has open access to 1.4 million articles.
The professors of the TecNM Campus Purisima del Rincon are:
- Dr. Juan de Anda Suarez of Electromechanical Engineering, who led the research, and his collaborating colleagues
- Dr. Lucero de Montserrat Ortiz Aguilar of Automotive Systems Engineering
- Dr. Valentin Calzada Ledesma of Computer Engineering
The name of the research is: “Metaheuristic–Boltzmannian Optimization Model: A New Methodology for Convergence Using the Jensen–Shannon Metric in Continuous Optimization Problems”.
For the TecNM Purisima del Rincon campus, the projection of the institution through research in international journals contributes to the preparation and comprehensive training of students to strengthen the construction of a better society.
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