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Elizabeth Montero

Profesor Investigador

Universidad Andrés Bello

Viña del Mar, Chile

sistemas adaptivos; metaheuristicas; problemas de optimización combinatoria; computación evolutiva; programación con restricciones

Ciencias de la Computación, UNIVERSITE DE NICE-SOPHIA ANTIPOLIS. Francia, 2011
Ciencias de la Computación, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2007
Ingeniero civil informático, UNIVERSIDAD TECNICA FEDERICO SANTA MARIA. Chile, 2007

Asistente de Investigación Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2007 - 2012
Investigador Responsable Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valpara?io, Chile

2012 - 2015
Investigador Joven Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

2015 - 2018
Profesor Investigador Full Time

UNIVERSIDAD ANDRES BELLO

Ingeniería

Viña del Mar, Chile

2018 - A la fecha

Profesor Investigador Full Time

Universidad Andrés Bello

Viña del Mar, Chile

2018 - A la fecha
Asistente de investigación Full Time

Universidad Técnica Federico Santa María

Valparaíso, Chile

2007 - 2012
Postdoctorante Full Time

Fondecyt/Conicyt

Valparaíso, Chile

2012 - 2015
Investigador joven Full Time

Universidad Técnica Federico Santa María

Valparaíso, Chile

2015 - 2018


Effective collaborative strategies to setup tuners Montero E.; Riff M.-C. Article SCOPUS Soft Computing (2020)
A Co-Evolutionary Scheme for Multi-Objective Evolutionary Algorithms Based on epsilon-Dominance Menchaca-Mendez, Adriana; Montero, Elizabeth; Miguel Antonio, Luis; Zapotecas-Martinez, Saul; Coello Coello, Carlos A.; Riff, Maria-Cristina Article ISI SCOPUS IEEE ACCESS (2019)
A Prize Collecting problem applied to a Real Milk Collection problem in Chile Montero, Elizabeth; Canales, Dario; Paredes-Belmar, Germdn; Soto, Radl; IEEE Article ISI 2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (2019)
Application of Meta-Heuristic Approaches in the Spectral Power Clustering Technique (SPCT) to Improve the Separation of Partial Discharge and Electrical Noise Sources Alfredo Ardila-Rey, Jorge; Montero, Elizabeth; Medina Poblete, Nicolas Article ISI SCOPUS IEEE ACCESS (2019)
A cooperative opposite-inspired learning strategy for ant-based algorithms Rojas-Morales N.; Riff M.-C.; Coello Coello C.A.; Montero, E Article SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2018)
An Improved S-Metric Selection Evolutionary Multi-Objective Algorithm with Adaptive Resource Allocation Menchaca-MÃ©ndez A.; Montero, E; Zapotecas-MartÃnez S. Article ISI SCOPUS (2018)
Tuners review: How crucial are set-up values to find effective parameter values? Montero, E; Riff M.-C.; Rojas-Morales N. Article ISI SCOPUS Engineering Applications of Artificial Intelligence (2018)
A survey and classification of Opposition-Based Metaheuristics Nicolás Rojas-Morales, María-Cristina Riff Article COMPUTERS AND INDUSTRIAL ENGINEERING (2017)
A beginner's guide to tuning methods Montero, E; Riff M.C.; Neveu, B Article ISI SCOPUS APPLIED SOFT COMPUTING (2014)
Towards a method for automatic algorithm configuration=> A design evaluation using tuners Montero E., Riff M.-C. Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
Reducing calibration effort for clonal selection based algorithms: A reinforcement learning approach Riff, MC; Montero, E; Neveu, B Article ISI SCOPUS Knowledge-Based Systems (2013)
On-the-fly calibrating strategies for evolutionary algorithms Montero, E; Riff M.C. Article ISI SCOPUS Information Sciences (2011)
A graph-based immune-inspired constraint satisfaction search Riff, MC; Zúñiga M; Montero, E Article ISI SCOPUS Neural Computing and Applications (2010)
Managing Diversity on an AIS That Solves 3-Colouring Problems Riff, MC; Montero, E Article COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IX (2009)
Self-calibrating strategies for evolutionary approaches that solve constrained combinatorial problems Montero, E; Riff, MC Article COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IX (2008)


An Iterated Local Search Approach to Solve the Milk Collection Problem With Blending Villagrán, Jorge; Montero, Elizabeth; Paredes-Belmar, Germán ConferencePaper (2020)
Modelling Parameter Configuration Spaces with Local Optima Networks Treimun-Costa, Germán; Montero, Elizabeth; Ochoa, Gabriela; Rojas-Morales, Nicolás ConferencePaper (2020)
Spatial and aspatial clustering analysis of PM2.5 concentrations in Temuco, Chile using mobile measurements Blazquez, Carola; Montero, Elizabeth ConferencePaper (2020)
An Analysis of Parameters of Decomposition-Based MOEAs on Many-Objective Optimization Montero, E; Zapotecas-MartÃnez S. ConferencePaper ISI SCOPUS (2018)
An effective simulated annealing for off-line robot motion planning Figueroa A.; Montero, E; Riff M.-C. ConferencePaper SCOPUS Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI (2018)
An evaluation of meta-heuristic approaches for improve the separation of multiple partial discharge sources and electrical noise Montero, E; Medina N.; Ardila-Rey, J ConferencePaper SCOPUS Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI (2018)
Google challenge: A hyperheuristic for the Machine Reassignment Problem Hoffmann, R; Riff M.-C.; Montero, E; Rojas, N ConferencePaper SCOPUS 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings (2015)
RAIS(TTP) Revisited to Solve Relaxed Travel Tournament Problem Montero, E; Riff, MC ConferencePaper ISI SCOPUS GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference (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 GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference (2015)
A More Efficient Selection Scheme in iSMS-EMOA Menchaca-Mendez, A; Montero, E; Riff, MC; Coello, CAC ConferencePaper ISI SCOPUS COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IX (2014)
Evaluating Components of Artificial Immune Algorithms: A Performance-aware Method based on Evolutionary Calibrator Montero, E; Riff, MC ConferencePaper ISI 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) (2014)
Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners Montero, E; Riff, MC ConferencePaper ISI COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT IX (2014)
A new algorithm for reducing metaheuristic design effort Riff M.-C.; Montero, E ConferencePaper ISI SCOPUS 2013 IEEE Congress on Evolutionary Computation, CEC 2013 (2013)
New Components with on-line Control to Improve Harmony Search Rojas, N; Riff, MC; Bonnaire, X; Montero, E ConferencePaper ISI SCOPUS Proceedings - 16th IEEE International Conference on Computational Science and Engineering, CSE 2013 (2013)
Trading accuracy for simplicity in evolutionary algorithms Riff M.-C.; Montero, E ConferencePaper ISI SCOPUS 2013 IEEE Congress on Evolutionary Computation, CEC 2013 (2013)
Are state-of-the-art fine-tuning algorithms able to detect a dummy parameter? Montero, E; Riff M.C.; Perez-Caceres L.; Coello Coello C.A. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)
An evaluation of off-line calibration techniques for evolutionary algorithms Montero, E; Riff M.C.; Neveu, B ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2010)
C-Strategy: A dynamic adaptive strategy for the CLONALG algorithm Riff M.C.; Montero, E; Neveu, B ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2010)
New requirements for off-line parameter calibration algorithms Montero, E; Riff M.C.; Neveu, B ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2010)
A Dynamic Adaptive Calibration of the CLONALG Immune Algorithm Riff, MC; Montero, E ConferencePaper ISI PROCEEDINGS 2009 INTERNATIONAL CONFERENCE ON ADAPTIVE AND INTELLIGENT SYSTEMS, ICAIS 2009 (2009)
Improving MMAS using Parameter Control Montero, E; Riff, MC; Basterrica, D ConferencePaper ISI 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8 (2008)
Calibrating strategies for evolutionary algorithms Montero, E; Riff, MC ConferencePaper ISI 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS (2007)


Programa de Apoyo a Proyectos de Investigación e Innovación Tecnológica (PAPIIT), Escuela Nacional de Estudios Superiores, Unidad Morelia, México. Estrategias Coevolutivas para el Ajuste de Parámetros en Algoritmos Evolutivos Multi-objetivo, (IA105918) Proyecto 2017-2018 Coinvestigador(a)
Designing efficient tuning algorithms with learning FONDECYT (11150787) Proyecto 2015-2018 Inv. Responsable
Mejorando Automáticamente el proceso de Búsqueda de Algoritmos Evolutivos con Multiobjetivos PCI (140054) Proyecto 2015-2017 Investigador(a)
Computer-Aided Design of Effective Heuristics-Based Algorithms FONDECYT (1120781) Proyecto 2012-2014 Coinvestigador(a)
Parameter Control for Multiobjective Evolutionary Algorithms that Solve Combinatorial Optimization Problems FONDECYT (3130754) Proyecto 2012-2015 Inv. Responsable
Algoritmos Evolutivos Autónomos PCI (2010-038) Proyecto 2011-2013 Coinvestigador(a)
Estrategias para la selección de componentes de algoritmos bio-inspirados PCI (2010-199) Proyecto 2011-2013 Coinvestigador(a)
Self-Adaptive Bio-inspired Hybrid Techniques for solving Hard Combinatorial Problems FONDEF (1080110) Proyecto 2008-2010 Coinvestigador(a)