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Guillermo Cabrera Guerrero

Profesor

Pontificia Universidad Catolica de Valparaiso

Valparaíso, Chile

Multi-Objective Optimisation Non-linear optimisation Matheuristic methods for optimisation

Engineering Science, UNIVERSITY OF AUCKLAND. Nueva Zelanda, 2017
Ingeniería Industrial, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2009
Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2005
Ingeniero Civil Informático, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2006

Profesor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Ingeniería

Valparaíso, Chile

2007 - A la fecha

Jefe de Proyectos Full Time

Mutual de Seguros de Chile

Valparaíso, Chile

2004 - 2007

Beca Chile

CONSEJO NACIONAL DE CIENCIA Y TECNOLOGIA

Chile, 2011

Beca Chile de Doctorado en el Extranjero


An immersive virtual reality serious game to enhance earthquake behavioral responses and post-earthquake evacuation preparedness in buildings Feng, Zhenan; González, Vicente A.; Amor, Robert; Spearpoint, Michael; Thomas, Jared; Sacks, Rafael; Lovreglio, Ruggiero; Cabrera-Guerrero, Guillermo Article WoS Core Collection (ISI) ADVANCED ENGINEERING INFORMATICS (2020)
Combining Multi-Scale Wavelet Entropy and Kernelized Classification for Bearing Multi-Fault Diagnosis Rodriguez, N; Alvarez, P; Barba, L; Cabrera-Guerrero, G Article ISI SCOPUS Entropy (2019)
Stationary Wavelet-Fourier Entropy and Kernel Extreme Learning for Bearing Multi-Fault Diagnosis Rodriguez, Nibaldo; Barba, Lida; ALVAREZ, PABLO; Cabrera-Guerrero, Guillermo Article ISI SCOPUS Entropy (2019)
A matheuristic approach to solve the multiobjective beam angle optimization problem in intensity-modulated radiation therapy Cabrera, G; Ehrgott, M; Mason, AJ; Raith, A Article ISI SCOPUS International Transactions in Operational Research (2018)
A multi-objective probabilistic-based method to determine optimum allocation of time buffer in construction schedules Poshdar, M; Gonzalez, VA; Raftery, GM; Orozco, F; Cabrera-Guerrero, GG Article ISI SCOPUS AUTOMATION IN CONSTRUCTION (2018)
Comparing Local Search Algorithms for the Beam Angles Selection in Radiotherapy Cabrera-Guerrero, Guillermo ; Lagos, Carolina; Cabrera, Enrique; Johnson, Franklin; Rubio, Jose M.; Paredes, Fernando Article ISI SCOPUS IEEE ACCESS (2018)
Immersive virtual reality serious games for evacuation training and research: A systematic literature review Feng Z.; GonzÃ¡lez V.A.; Amor R.; Lovreglio R.; Cabrera-Guerrero G. Article ISI SCOPUS Computers and Education (2018)
Local Search Algorithms for the Beam Angles Selection Problem in Radiotherapy Cabrera-Guerrero, G; Rodriguez, N; Lagos, C; Cabrera, E; Johnson, F Article ISI SCOPUS MATHEMATICAL PROBLEMS IN ENGINEERING (2018)
Pareto local search algorithms for the multi-objective beam angle optimisation problem Cabrera-Guerrero, G; Mason, AJ; Raith, A; Ehrgott, M. Article ISI SCOPUS JOURNAL OF HEURISTICS (2018)
Parameter Tuning for Local-Search-Based Matheuristic Methods Cabrera-Guerrero, G; Lagos, C; Castaneda, C; Johnson, F; Paredes, F; Cabrera, E Article ISI SCOPUS COMPLEXITY (2017)
Stationary Wavelet Singular Entropy and Kernel Extreme Learning for Bearing Multi-Fault Diagnosis Rodriguez, N; Cabrera, G; Lagos, C; Cabrera, E Article ISI SCOPUS ENTROPY (2017)
Solving a Distribution Network Design Problem by means of Evolutionary Algorithms Cabrera G, G; Niklander, S; Cabrera, E; Johnson, F Article STUDIES IN INFORMATICS AND CONTROL (2016)
Solving a Distribution Network Design Problem by means of Evolutionary Algorithms Cabrera G., Guillermo; Niklander, Stefanie; Cabrera, Enrique; Johnson, Franklin Article Studies in Informatics and Control (2016)
Solving the Container Pre-Marshalling Problem using Artificial Bee Colony algorithm Soto, Ricardo; Crawford, Broderick; Galleguillos, Cristian; Montiel, Christopher; Olivares, Rodrigo; Cabrera, Guillermo; Sidorov, G; HerreraAlcantara, O; Jimenez, SM; Lagunas, OP Article ISI 2016 FIFTEENTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (MICAI): ADVANCES IN ARTIFICIAL INTELLIGENCE (2016)
Ant Colony System for a Problem in Reverse Logistic Johnson, F; Vega, J; Cabrera G.; Cabrera, E Article ISI SCOPUS Studies in Informatics and Control (2015)
Multi-objective optimisation of positively homogeneous functions and an application in radiation therapy CABRERA, GG; Ehrgott, M.; Mason A.; Philpott A Article ISI SCOPUS OPERATIONS RESEARCH LETTERS (2014)
An Agent-Based Solution for the Berth Allocation Problem Cubillos C.; Díaz R; Urra E.; Cabrera-Paniagua, D; Cabrera G.; Lefranc, G. Article ISI SCOPUS International Journal of Computers, Communications and Control (2013)
Solving a Novel Inventory Location Model with Stochastic Constraints and (R, s, S) Inventory Control Policy Cabrera G.; Miranda, PA; Cabrera, E; Soto R.; Crawford, B; Rubio, JM; Paredes, F Article ISI SCOPUS Mathematical Problems in Engineering (2013)
Solving the Balanced Academic Curriculum Problem Using the ACO Metaheuristic Rubio, JM; Palma, W; Rodríguez N.; Soto R.; Crawford, B; Paredes, F; Cabrera G. Article ISI SCOPUS Mathematical Problems in Engineering (2013)
A Hybrid Approach Using an Artificial Bee Algorithm with Mixed Integer Programming Applied to a Large-Scale Capacitated Facility Location Problem Cabrera G. G.; Cabrera, E; Soto R.; Rubio L.J.M.; Crawford, B; Paredes, F Article ISI SCOPUS Mathematical Problems in Engineering (2012)
A Hybrid Particle Swarm Optimization - Simulated Annealing Algorithm for the Probabilistic Travelling Salesman Problem Guillermo Cabrera G., Silvana Roncagliolo D.; Riquelme J.P., Cubillos; C, Soto Article Studies in informatics and control (2012)
Construction of atmospheric corrosion maps in Chile. Preliminary results Construcción de mapas de corrosión atmosférica de Chile. Resultados preliminares Vera, R; Delgado D.; Araya, R; Puentes M.; Guerrero, I.; Rojas P.; Cabrera G.; ERAZO, S; Carvajal, A. M. Article SCOPUS Revista Latinoamericana de Metalurgia y Materiales (2012)
New Control Charts Based on the Birnbaum-Saunders Distribution and their Implementation Leiva V.; Soto G.; Cabrera, E; Cabrera G. Article ISI Revista Colombiana de Estadística (2011)


Stochastic local search algorithms for the direct aperture optimisation problem in IMRT PÃ©rez CÃ¡ceres L.; Araya I.; Soto D.; Cabrera-Guerrero G. ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
A Cultural Algorithm Applied in a Bi-Objective Uncapacitated Facility Location Problem Cabrera G.; Rubio, JM; Diaz, D.; Fernández, B; Cubillos C.; Soto R. ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2011)
Ant Colony System Algorithm for the Vehicle Routing Problem with Simultaneous Delivery and Pick-Up Cabrera G.; Peralta F. ConferencePaper ISI ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2 (2009)
On the Design of Interface Agents for a DRT Transportation System Cubillos C.; Gaete, S; Cabrera G. ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2009)
Proposed Architecture for the Combinatorial Problems Resolution based on BDI Agents in Ubiquitous Environments Cabrera G.; Rubio, JM ConferencePaper ISI ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2 (2009)


Optimization Algorithms Combining (Meta)heuristics and Mathematical Programming and Its Application in Engineering Rodriguez, N; Gupta, A; Zabala, PL; Cabrera-Guerrero, G EditorialMaterial ISI SCOPUS MATHEMATICAL PROBLEMS IN ENGINEERING (2018)


On Efficient Strategies to Accelerate Matheuristic Methods for the Multi-Objective Beam Angle Optimisation Problem for Cancer Treatment Guillermo Cabrera-Guerrero Proyecto (2017)
ON-LINE AUTONOMOUS SEARCH FOR RECENT BIO-INSPIRED METAHEURISTICS FONDECYT (1160455) Proyecto 2016-2019 Personal técnico y/o de apoyo
Construcción de mapas de Corrosividad Atmosférica de Chile para los Metales y Aleaciones de mayor interés tecnológico, que permitan seleccionar de manera óptima los materiales a utilizar en las diferentes zonas ambientales del País INNOVA CORFO (ID 09CN14-5879) Proyecto 2009-2012 Coinvestigador(a)
UN ENFOQUE INTEGRADO PARA EL DISENO ESTRATEGICO DE REDES DE DISTRIBUCION DE PRODUCTOS, BAJO UN ESCENARIO DE PLANIFICACION DE MULTIPLES PERIODOS Y MULTIPLES PRODUCTOS. FONDECYT (1060945) Proyecto 2006-2009 Tesista
Herramientas para la Formación de Profesores de Matemáticas de Enseñanza Media FONDEF (ID D05I-10) Proyecto 2005-2007 Personal técnico y/o de apoyo