PDI - Resultado de Búsqueda

Nicolás Emilio Rojas Morales

Académico

Universidad Técnica Federico Santa María

VALPARAISO, Chile

Resolución de problemas de Optimización Combinatoria, diseñando e implementando algoritmos metaheurísticos. Configuración Automática de Algoritmos. Utilización de Machine Learning para Salud Mental.

INGENIERIA EN INFORMATICA, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2018
CIENCIAS DE LA INGENIERIA INFORMATICA, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2014
INGENIERIA CIVIL INFORMATICA, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2013

Académico Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Casa Central

VALPARAISO, Chile

2024 - At present
INVESTIGADOR JOVEN Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

VALPARAISO, Chile

2018 - 2024

MAESTRO DESTACADO

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile, 2021

Entregado por alta calificación entregada por estudiantes.
MAESTRO DESTACADO

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile, 2020

Entregado a profesores con alta calificación otorgada por estudiantes en encuesta docente.
MAESTRO DE EXCELENCIA

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile, 2019

Obtenido por recibir la más alta calificación en encuesta docente realizada por estudiantes.


MHMetLib: A New Performance Indicators Library for Trajectory and Population-Based Metaheuristics Cassis, Juan Pablo; Gatica, Joaquín; Rojas-Morales, Nicolas; Castellanos, Carlos Hernández Article ISI APPLIED SCIENCES-BASEL (2026)
Analyzing the parameter search process of evolutionary calibrator using search trajectory networks Rojas-Morales, Nicolas; Montero, Elizabeth; Toro, Nicolas; Ochoa, Gabriela Article ISI ANNALS OF OPERATIONS RESEARCH (2025)
Parameter Prediction for Metaheuristic Algorithms Solving Routing Problem Instances Using Machine Learning Barros-Everett, T; Montero, E.; Rojas-Morales N. Article ISI SCOPUS Applied Sciences (Switzerland) (2025)
Opposite scoring: focusing the tuning process of evolutionary calibrator Article ISI SCOPUS Neural Computing and Applications (2023)
Using a Classifier Ensemble for Preventing Burnout in University Students: a study case in Valparaíso Article IEEE ACCESS (2023)
A Track-Based Conference Scheduling Problem Montero, Elizabeth Article ISI SCOPUS Mathematics (2022)
High Frequency and Dynamic Pairs Trading with Ant Colony Optimization Cerda J.; Rojas-Morales N.; Minutolo M.C.; Kristjanpoller W. Article ISI SCOPUS Computational Economics (2022)
Opposition-Inspired Strategies for Tabu Search approaches proposed for Knapsack Problems Miranda-Burgos, Victoria; IEEE Article ISI SCOPUS 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings (2022)
Towards a Classifier Ensamble to prevent Burnout Syndrome on University Students Larrain, Gonzalo B.; Jeneral, Psy Daniel Olcay; Rogel, Nicolás Gonzalez Article SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2022)
Learning and focusing strategies to improve ACO that solves CSP Neveu, Bertrand Article ISI SCOPUS Engineering Applications of Artificial Intelligence (2021)
Opposition-Inspired synergy in sub-colonies of ants: The case of Focused Ant Solver Montero, Elizabeth Article ISI SCOPUS Knowledge-Based Systems (2021)
A Survey and a Classification of Recent Approaches to Solve the Google Machine Reassignment Problem Article ISI SCOPUS IEEE Access (2020)
A survey and classification of Opposition-Based Metaheuristics Rojas-Morales N.; Riff Rojas M.-C.; Montero Ureta E. Article ISI SCOPUS COMPUTERS & INDUSTRIAL ENGINEERING (2017)
Improving harmony search algorithms by using tonal variation: the case of Sudoku and MKP Rojas-Morales N.; Riff Rojas M.-C. Article SCOPUS Connection Science (2017)


Understanding Search Trajectories in Parameter Tuning Riveros, MI; Rojas-Morales N.; Montero, E.; Ochoa G. ConferencePaper ISI SCOPUS GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference (2024)
A Practical Tuner based on Opposite Information Rojas-Morales N.; Riff M.C. ConferencePaper SCOPUS 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings (2020)
An overview of weighted and unconstrained scalarizing functions Pescador-Rojas M.; Gómez R.H.; Rojas-Morales N. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2017)
Learning from the opposite: Strategies for Ants that solve Multidimensional Knapsack Problem Rojas-Morales N. ConferencePaper ISI SCOPUS 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (2016)
Google challenge: A hyperheuristic for the Machine Reassignment Problem Hoffmann, R; Montero, E.; Rojas N. ConferencePaper SCOPUS 2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018 (2015)
Using anti-pheromone to identify core objects for multidimensional knapsack problems: A two-step ants based approach Rojas N.; Montero, E.; Riffy M.-C. ConferencePaper SCOPUS ACM International Conference Proceeding Series (2015)
Including Modal improvisation and music-inspired components to improve harmony search Rojas N. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2013)
New Components with on-line Control to Improve Harmony Search Rojas N.; Riff M.C.; Bonnaire, X; Montero, E. ConferencePaper ISI SCOPUS Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013 (2013)