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franklin andres johnson parejas

Director

Universidad de Playa Ancha

valparaíso, Chile

Optimización combinatorial, Metaheurísticas, programación con restricciones, Búsqueda Autónoma, Machine Learning.

Ingeniero Civil Informático, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2006
Magister en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2010
Magister en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2014
Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2017

Director Full Time

UNIVERSIDAD DE PLAYA ANCHA DE CIENCIAS DE LA EDUCACION

INGENIERíA

Valparaíso, Chile

2012 - A la fecha
Profesor Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Ingeniería

Chile

2007 - 2015

analista desarrollador Part Time

Valparaíso Sporting club

viña del mar, Chile

2005 - 2006

Tesis de pregrado >10
Título "INOVOUPLA" Herramienta de gestión para la Facultad de Ingeniería de la Universidad de Playa Ancha. Universidad de Playa Ancha. 2019
Título “Optimización de ruta en Drone DJI”. Universidad de Playa Ancha. 2018
Título “Sistema Web para gestión y administración de cosechas de berries” Ingeniería Informática. Universidad de Playa Ancha. Año 2018
Título “Herramienta de gestión y procedimientos para el laboratorio de Servicios de Análisis de la Universidad de Playa Ancha”, Ingeniería Informática. Universidad de Playa Ancha. Año 2017
Título “Validación de análisis y muestreo de lotes aplicado en la mediana minería, específicamente en la comercialización de concentrados de flotación”, Ingeniería en Estadística. Universidad de Playa Ancha. 2017
Título “Solución informática para la gestión de datos e inspecciones 3D obtenidos con untrasonido para neumáticos utilizados en la gran minería”. Ingeniería Informática. Universidad de Playa Ancha. Año 2017
Título “Conformación de portafolios de inversión del mercado chileno, a través de método de mínima varianza. Estudio comparativo.” Ingeniería en Estadística. Universidad de Playa Ancha. Año 2017
Título “Validación de análisis y muestreo de lotes aplicado en la mediana minería, específicamente en la comercialización de concentrados de flotación”, Ingeniería en Estadística. Universidad de Playa Ancha. Año 2016
Título “Sistema de apoyo turístico para la región de Valparaíso.”, Ingeniería Informática. Universidad de Playa Ancha. Año 2016
Título “Algoritmo de luciérnagas binario para resolver el problema de programación de proyectos de software.”, Ingeniería Informática. Universidad de Playa Ancha. Año 2016
Título “Solución al problema de planificación de proyectos con recursos limitados utilizando una metaheurística basada en colonias de abejas artificiales”, Ingeniería Informática. Universidad de Playa Ancha. Año 2016
Título “Desarrollo de un servicio de asignación de turnos en Metro Valparaíso S.A”, Ingeniería Informática. Universidad de Playa Ancha. Año 2014
Título “Sistema de control y monitoreo de flota. Para la empresa M&W LTDA”, Ingeniería Informática. Universidad de Playa Ancha. Año 2014
Título “Diseño y desarrollo de un sistema de manejo y control de riego tecnificado”, Ingeniería ejecución Informática. Universidad del Mar. Año 2013
Título “Planteamiento de resolución de un UCTP, con ACO para la carrera de Ingeniería en Informática de la Universidad de Playa Ancha.” Año 2012
Título “Desarrollo de un sistema de simulación de estaciones de trabajo en un terminal extra portuario caso: Instituto Técnico Marítimo de Valparaíso”. Universidad del Mar. Año 2012
Título “Sistema de simulación SET para trabajos intraportuarios”, Ingeniería ejecución Informática. Universidad del Mar. Año 2011
Título “Sistema de solicitud de inversiones de aplicación comercial caso: ING CHILE”. Ingeniería ejecución Informática. Universidad del Mar. Año 2011
Título “Análisis y Diseño de un SW de apoyo a la toma de decisiones en el área de administración de CHEFFCO S.A”. Ingeniería Civil Informática. Universidad del Mar Año 2011
Título “Diseño e implementación Sitio Web y Administración de contenidos Óptica Florencia”. Ingeniería ejecución Informática. Universidad del Mar. Año 2010
Título “Diseño, codificación y pruebas del Sistema de Gestión de datos para la Tarjeta Nacional Estudiantil (TNE)”. Ingeniería Civil Informática. Universidad del Mar. Año 2010

Proyectos de Investigación:
FONDECYT INICIACION 2018 (ID 11180524) "AUTONOMOUS SEARCH SYSTEM TO COMBINATORIAL PROBLEMS USING MACHINE LEARNING AND METAHEURISTICS TO CONSTRAINT SOLVERS ". INVESTIGADOR RESPONSABLE.
FONDECYT (ID 1140897) “AN AUTONOMOUS SEARCH SYSTEM TO HYBRID CONSTRAINT SOLVER COOPERATION”. Asistente como Estudiante de Doctorado
FONDECYT (ID 11130459) “ADAPTATIVE ENUMERATION AND PROPAGATION IN CONSTRAINT PROGRAMMING”. Asistente como Estudiante de Doctorado

Conferencias:
4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020)
20th International Conference on Human-Computer Interaction, 2018
Congreso Chileno de Investigación Operativa OPTIMA 2019
Jornada nacional de Estadística JNE 2017. Expositor. Valparaiso. Chile
XI Congreso Chileno de Investigación Operativa OPTIMA, 18-21 October2015, Antofagasta.
X Congreso Chileno de Investigación Operativa OPTIMA / VI RED-M, 27-30 October 2013, Concepción.
CSOC16 - 5th Computer Science On-line Conference, April 2016.
CSOC15 - 4th Computer Science On-line Conference, April 2015.
CSOC14 - 3th Computer Science On-line Conference, April 2014.
IFIP World Computer Congress, 2006, Santiago

Beca Programa (INF-PUCV)

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Chile, 2013

Beca consistente en Exención de Arancel
Beca Programa (INF-PUCV)

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Chile, 2015

Beca Pasantías de investigación
Becas Institucional (PUCV)

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Chile, 2014

Beca de Manutención


Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm Johnson, Franklin; Valderrama, Alvaro; Valle, Carlos; Crawford, Broderick; Soto, Ricardo; Nanculef, Ricardo Article IEEE ACCESS (2020)
A SELF-ADAPTIVE BIOGEOGRAPHY-BASED ALGORITHM TO SOLVE THE SET COVERING PROBLEM Crawford, Broderick; Soto, Ricardo; Olivares, Rodrigo; Riquelme, Luis; Astorga, Gino; Johnson, Franklin; Cortés, Enrique; Castro, Carlos; Paredes, Fernando Article ISI SCOPUS RAIRO-OPERATIONS RESEARCH (2019)
An improved Particle Swarm Optimization Algorithm for the VRP with Simultaneous Pickup and Delivery and Time Windows Lagos, C; Guerrero, G; Cabrera, E; Moltedo, A; Johnson, F; Paredes, F Article ISI SCOPUS IEEE LATIN AMERICA TRANSACTIONS (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)
Local Search Algorithms for the Beam Angles’ Selection Problem in Radiotherapy Cabrera-Guerrero, Guillermo; Rodriguez, Nibaldo ; Lagos, Carolina ; Cabrera, Enrique ; Johnson, Franklin Article MATHEMATICAL PROBLEMS IN ENGINEERING (2018)
Online control of enumeration strategies via bat algorithm and black hole optimization Soto R., Crawford B.; Olivares R., Niklander S.; Johnson F., Paredes F. Article Natural Computing (2017)
Parameter Tuning for Local-Search-Based Matheuristic Methods Cabrera-Guerrero, G; Lagos, C; Castaneda, C; Johnson, F; Paredes, F; Cabrera, E Article Complexity (2017)
Solving the non-unicost set covering problem by using cuckoo search and black hole optimization Soto, Ricardo; Crawford, Broderick; Olivares, Rodrigo; Barraza, Jorge; Figueroa, Ignacio; Johnson, Franklin; Paredes, Fernando; Olguín, Eduardo Article ISI SCOPUS NATURAL COMPUTING (2017)
A Matheuristic Approach Combining Local Search and Mathematical Programming Lagos C., Guerrero G.; Cabrera E., Niklander S.; Johnson F., Paredes F. Article Scientific Programming (2016)
A Matheuristic Approach Combining Local Search and Mathematical Programming Lagos, C.; Guerrero G., Cabrera E.; Niklander S., Johnson F.; Paredes F., Vega J. Article Scientific Programming (2016)
Improving Tabu Search Performance by Means of Automatic Parameter Tuning Lagos, C.; Crawford B., Soto; R., Cabrera E.; Vega J., Johnson F. Article Canadian Journal of Electrical and Computer Engineering (2016)
Improving Tabu Search Performance by Means of Automatic Parameter Tuning Lagos C.; Crawford, B; Soto R.; Cabrera, E; Vega, J; Johnson, F; Paredes, F Article ISI SCOPUS Canadian Journal of Electrical and Computer Engineering (2016)
Solving a Distribution Network Design Problem by means of Evolutionary Algorithms Cabrera, G; Niklander, S; Cabrera, E; Johnson, F Article Studies in Informatics and Control (2016)
Using autonomous search for solving constraint satisfaction problems via new modern approaches Soto, Ricardo; Crawford, Broderick; Olivares, Rodrigo; Galleguillos, Cristian; Castro, Carlos; Johnson, Franklin; Paredes, Fernando; Norero, Enrique Article ISI SCOPUS SWARM AND EVOLUTIONARY COMPUTATION (2016)
A Binary Cat Swarm Optimization Algorithm for the Non-Unicost Set Covering Problem Broderick Crawford, Ricardo Soto; Natalia Berríos, Franklin Johnson; Fernando Paredes, Carlos Castro Article Mathematical Problems in Engineering (2015)
A Binary Cat Swarm Optimization Algorithm for the Non-Unicost Set Covering Problem Crawford, B; Soto R.; BerrÍos N.; Johnson, F; Paredes, F; Castro C.; Norero, E Article ISI SCOPUS Mathematical Problems in Engineering (2015)
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)
Boosting autonomous search for CSPs via skylines Soto R.; Crawford, B; Palma, W; Galleguillos, K; Castro C.; Monfroy, E; Johnson, F; Paredes, F Article ISI SCOPUS Information Sciences (2015)
Improving Simulated Annealing Performance by means of Automatic Parameter Tuning Cabrera-Guerrero, P; Guerrero, G; Vega, J; Johnson, F Article ISI SCOPUS Studies in Informatics and Control (2015)
SOFTWARE PROJECT SCHEDULING USING THE HYPER-CUBE ANT COLONY OPTIMIZATION ALGORITHM Crawford, B; Soto R.; Johnson, F; Misra, S; Paredes, F; Olguín E. Article ISI SCOPUS Tehnicki Vjesnik (2015)
A 2-level approach for the set covering problem=> Parameter tuning of artificial bee colony algorithm by using genetic algorithm Crawford B., Soto; R., Palma W.; Johnson F., Paredes F. Article Lecture Notes in Computer Science (2014)
A 2-level approach for the set covering problem=> Parameter tuning of artificial bee colony algorithm by using genetic algorithm Crawford B., Soto R.; Palma W., Johnson F.; Paredes F., Olguín E. Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
A Max-Min Ant System algorithm to solve the Software Project Scheduling Problem Crawford, B; Soto R.; Johnson, F; Monfroy, E; Paredes, F Article ISI SCOPUS EXPERT SYSTEMS WITH APPLICATIONS (2014)
The use of metaheuristics to software project scheduling problem Crawford, B. ; Soto, R. ; Johnson, F. ; Misra, S. ; Paredes, F. Article LECTURE NOTES IN COMPUTER SCIENCE (2014)


Machine Learning and Metaheuristics can Collaborate: Image Classification Case Study Valderrama, Alvaro; Johnson, Franklin; Valle, Carlos; Radek SilhavyPetr Silhavy; Zdenka Prokopova ConferencePaper (2020)
A XOR-based ABC algorithm for solving set covering problems Soto R.; Crawford, B; Lizama S.; Johnson, F; Paredes, F ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2016)
Firefly algorithm to solve a project scheduling problem Crawford, B; Soto R.; Johnson, F; Valencia, C; Paredes, F ConferencePaper ISI SCOPUS (2016)
Solving manufacturing cell design problems using a shuffled frog leaping algorithm Soto R.; Crawford, B; Vega, E; Johnson, F; Paredes, F ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2016)
A Binary Cuckoo Search Algorithm for Solving the Set Covering Problem Soto R.; Crawford, B; Olivares R.; Barraza J.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
A binary fruit fly optimization algorithm to solve the set covering problem Crawford, B; Soto R.; Torres-Rojas C.; Peña C; Riquelme-Leiva M.; Misra, S; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
A comparison of three recent nature-inspired metaheuristics for the set covering problem Crawford, B; Soto R.; Peña C; Riquelme-Leiva M.; Torres-Rojas C.; Misra, S; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
A Scheduling Problem for Software Project Solved with ABC Metaheuristic Crawford, B; Soto R.; Johnson, F; Vargas, M.; Misra, S; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
A teaching-learning-based optimization algorithm for solving set covering problems Crawford, B; Soto R.; Aballay F.; Misra, S; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
A Timetabling Applied Case Solved with Ant Colony Optimization Crawford, B; Soto R.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
A Timetabling Problem Solved with Improved ACO Crawford, B; Soto R.; Johnson, F; Paredes, F ConferencePaper ISI INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENVIRONMENTAL ENGINEERING (CSEE 2015) (2015)
An artificial bee colony algorithm for the resource contrained project scheduling problem Crawford, B; Soto R.; Johnson, F; Norero, E; Olguín E. ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Automated, adaptive, and optimized search for CSPs via cuckoo search Soto R.; Crawford, B; Flores, J; Mella F.; Galleguillos, C; Johnson, F; Paredes, F ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Autonomous Tuning for Constraint Programming via Artificial Bee Colony Optimization Soto R.; Crawford, B; Mella F.; Flores, J; Galleguillos, C; Misra, S; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Binarization functions for Shuffled Frog Leaping Algorithm can solve the Set Covering Problem Crawford, B; Soto R.; Peña C; Riquelme-Leiva, M; Torres-Rojas, C; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Binarization functions for Shuffled Frog Leaping Algorithm can solve the Set Covering Problem [Funciones de binarización para el Algoritmo del Salto de la Rana que resuelve el Problema de Cobertura de Conjunto] Crawford, B; Soto R.; Peña C; Riquelme-Leiva M.; Torres-Rojas C.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Binarization Methods for Shuffled Frog Leaping Algorithms That Solve Set Covering Problems Crawford, B; Soto R.; Peña C; Riquelme-Leiva, M; Torres-Rojas, C; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
Binary Bat Algorithms for the Set Covering Problem Crawford, B; Soto R.; Olea, C; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Binary bat algorithms for the set covering problem [Algoritmos Murciélago Binarios para el Problema de Cobertura de Conjuntos] Crawford, B; Soto R.; Olea, C; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Binary Cat Swarm Optimization for the Set Covering Problem Crawford, B; Soto R.; BerrÍos N.; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Binary cat swarm optimization for the set covering problem [Optimización por Colonia de Gatos del Problema de Cobertura de Conjuntos] Crawford, B; Soto R.; BerrÍos N.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation Soto R.; Crawford, B; Olivares R.; Herrera R.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
Enumeration Strategies to Solve Constraint Satisfaction Problems Performance evaluation Soto R.; Crawford, B; Olivares R.; Herrera R.; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Enumeration strategies to solve constraint satisfaction problems: Performance evaluation [Estrategias de Enumeración para Resolver Problemas de Satisfacción de Restricciones: Evaluación de desempeño] Soto R.; Crawford, B; Olivares R.; Herrera R.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Experiential solving: Towards a unified autonomous search constraint solving approach Crawford, B; Soto R.; Crawford K.; Johnson, F; De La Barra C.L.; Galdames, S ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization Soto R.; Crawford, B; Vilches J.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
Modified Binary FireFly Algorithms with Different Transfer Functions for Solving Set Covering Problems Crawford, B; Soto R.; Riquelme-Leiva, M; Peña C; Torres-Rojas, C; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
Online Control of Enumeration Strategies via Bat-Inspired Optimization Soto R.; Crawford, B; Olivares R.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-Like Algorithms Soto R.; Crawford, B; MuÑoz A.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
Recent harmony search algorithms for 0–1 optimization problems Crawford, B; Soto R.; Guzmán N.; Johnson, F; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Set Covering Problem solved by new Binary Firefly Algorithm Crawford, B; Soto R.; Riquelme-Leiva, M; Peña C; Torres-Rojas, C; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Set covering problem solved by new binary firefly algorithm [Problema de Cobertura de Conjunto Resuelto por el Nuevo Algoritmo Luciérnaga Binario] Crawford, B; Soto R.; Riquelme-Leiva M.; Peña C; Torres-Rojas C.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Solving Pre-Processed Set Covering Problems via Cuckoo Search and Levy Flights Soto R.; Crawford, B; Barraza J.; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Solving pre-processed set covering problems via cuckoo search and lévy flights [Resolviendo Problemas Pre-Procesados de Cobertura de Conjuntos vía Cuckoo Search y Lévy Flight] Soto R.; Crawford, B; Barraza J.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Solving the set covering problem with a shuffled frog leaping algorithm Crawford, B; Soto R.; Peña C; Palma, W; Johnson, F; Paredes, F ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
Solving the set covering problem with binary cat swarm optimization Crawford, B; Soto R.; BerrÍos N.; Johnson, F; Paredes, F ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015)
The complexity of designing and implementing metaheuristics Soto R.; Crawford, B; Olivares R.; Galleguillos, C; Crawford K.; Johnson, F; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
The impact of a new formulation when solving the set covering problem using the ACO metaheuristic Crawford, B; Soto R.; Palma, W; Paredes, F; Johnson, F; Norero, E ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2015)
The Set Covering Problem Solved by the Binary Teaching-learning-based Optimization Algorithm Crawford, B; Soto R.; Leiva, FA; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
The set covering problem solved by the binary teaching-learning-based optimization algorithm [Problema del Conjunto de Cobertura Resuelto Mediante el Algoritmo Binario de Optimización Basado en Enseñanza- Aprendizaje] Crawford, B; Soto R.; Leiva F.A.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Towards a framework for adaptive constraint propagation Crawford, B; Soto R.; Johnson, F; Monfroy, E; Norero, E; Olguín E. ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Using binary Fruit Fly algorithm for solving the Set Covering Problem Crawford, B; Soto R.; Torres-Rojas, C; Peña C; Riquelme-Leiva, M; Johnson, F; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Using binary fruit fly algorithm for solving the set covering problem [Utilizando el Algoritmo binario Fruit Fly para resolver el Problema del Conjunto de Cobertura] Crawford, B; Soto R.; Torres-Rojas C.; Peña C; Riquelme-Leiva M.; Johnson, F; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
WSM Tuning in Autonomous Search via Gravitational Search Algorithms Soto R.; Crawford, B; Herrera R.; Olivares R.; Johnson, F; Paredes, F ConferencePaper ISI SCOPUS Advances in Intelligent Systems and Computing (2015)
A 2-level Approach for the Set Covering Problem: Parameter Tuning of Artificial Bee Colony Algorithm by Using Genetic Algorithm Crawford, B; Soto R.; Palma, W; Johnson, F; Paredes, F; Olguín E. ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2014)
A Better Understanding of the Behaviour of Metaheuristics: A Psychological View Crawford, B; Soto R.; De La Barra C.L.; Crawford K.; Paredes, F; Johnson, F ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
A New Approach to Solve the Software Project Scheduling Problem Based on Max-Min Ant System Crawford, B; Soto R.; Johnson, F; Monfroy, E; Paredes, F ConferencePaper ISI SCOPUS INTELLIGENT METHODS IN COMPUTING, COMMUNICATIONS AND CONTROL (2014)
Binary Firefly Algorithm for the Set Covering Problem Crawford, B; Soto R.; Suarez, MO; Paredes, F; Johnson, F ConferencePaper ISI PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2014)
Binary Firefly algorithm for the set covering problem [Algoritmo Luciérnaga Binario para el Problema de Cobertura de Conjuntos] Crawford, B; Soto R.; Suárez M.O.; Paredes, F; Johnson, F ConferencePaper SCOPUS Iberian Conference on Information Systems and Technologies, CISTI (2014)
Max-Min Ant System to solve the Software Project Scheduling Problem Crawford, B; Soto R.; Johnson, F; Paredes, F; Suarez, MO ConferencePaper ISI PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2014)
Max-Min Ant System to solve the software project scheduling problem [Sistemas de Hormigas Max-Min para resolver el Problema de Programación de Proyectos de Software] Crawford, B; Soto R.; Johnson, F; Paredes, F; Suárez M.O. ConferencePaper SCOPUS Iberian Conference on Information Systems and Technologies, CISTI (2014)
Recent metaheuristics for the Weighted Set Covering problem Crawford, B; Soto R.; Cuesta R.; Olivares-Suárez M.; Johnson, F ConferencePaper SCOPUS OPT-i 2014 - 1st International Conference on Engineering and Applied Sciences Optimization, Proceedings (2014)
Self-adaptive Systems: Facilitating the Use of Combinatorial Problem Solvers Crawford, B; Soto R.; Monfroy, E; Johnson, F ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
Solving Open-Pit Long-Term Production Planning problems with constraint programming a performance evaluation Soto R.; Crawford, B; Almonacid, B; Johnson, F; Olguín E. ConferencePaper SCOPUS SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (2014)
The Use of Metaheuristics to Software Project Scheduling Problem Crawford, B; Soto R.; Johnson, F; Misra, S; Paredes, F ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2014)
Two swarm intelligence algorithms for the Set Covering problem Crawford, B; Soto R.; Cuesta R.; Olivares-Suárez M.; Johnson, F; Olguín E. ConferencePaper SCOPUS SIMULTECH 2019 - Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (2014)
Ants can schedule software projects Crawford, B; Soto R.; Johnson, F; Monfroy, E ConferencePaper SCOPUS Communications in Computer and Information Science (2013)
ACO hypercube framework for solving a University course Timetabling problem Rubio J.; Johnson, F; Crawford, B ConferencePaper IMECS 2008: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II (2008)
SOLVING THE UNIVERSITY COURSE TIMETABLING PROBLEM BY HYPERCUBE FRAMEWORK FOR ACO Rubio, JM; Crawford, B; Johnson, F ConferencePaper ICEIS 2008: PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS: ARTIFICIAL INTELLIGENCE AND DECISION SUPPORT SYSTEMS (2008)
Hypercube framework for ACO applied to timetabling Johnson, F; Crawford, B; Palma, W ConferencePaper ISI SCOPUS Research and Practical Issues of Enterprise Information Systems II, Vol 2 (2006)


AUTONOMOUS SEARCH SYSTEM TO COMBINATORIAL PRBLEMS USING MACHINE LEARNING AND METAHEURISTICS TO CONSTRAINT SOLVERS Johnson, Franklin Proyecto (2019)
Autonomous search system to combinatorial problems using machine learning and metaheuristics to constraint solvers JOHNSON, FRANKLIN Proyecto (2019)
Resolución de problemas de ingeniería utilizando Metaheurísticas Universidad de Playa Ancha (DGI ING 04-1819) Proyecto 2018-2019 Director(a)
AN AUTONOMOUS SEARCH SYSTEM CONFIGURING CONTINUOUS-VARIABLE-BASED METAHEURISTICS FOR SOLVING COMBINATORIAL PROBLEMS Pontificia Universidad Católica de Valparaíso (PUCV/VIREA- 209.759/2017) Proyecto 2017-2017 Personal técnico y/o de apoyo
AN AUTONOMOUS SEARCH SYSTEM TO HYBRID CONSTRAINT SOLVER COOPERATION FONDECYT (1140897) Proyecto 2014-2017 Tesista
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