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Ricardo Javier Soto De Giorgis

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

Metaheuristics; Autonomous Search, Machine Learning, Constraint Programming

Informática, Universidad de Nantes. Francia, 2009
Ingeniero civil en informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2003

Académico Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

ingeniería

Valparaíso, Chile

2003 - A la fecha

Number of thesis directed:

Undergraduate: 53
Master: 25
PhD: 4


A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA) Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe; Trujillo Embry, Andres; Arnao Molina, Maximo; Tapia, Diego; Castillo, Mauricio; Rubio, Jose-Miguel; Dorronsoro, B; Yalaoui, F; Talbi, EG; Danoy, G Article ISI ELECTRONIC GOVERNANCE WITH EMERGING TECHNOLOGIES, EGETC 2022 (2022)
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems Chavez, Marcelo; Crawford, Broderick; Soto, Ricardo; Palma, Wenceslao; Becerra-Rozas, Marcelo; Cisternas-Caneo, Felipe; Astorga, Gino; Misra, Sanjay; Misra, S; Oluranti, J; Damasevicius, R; Maskeliunas, R Article ISI ELECTRONIC GOVERNANCE WITH EMERGING TECHNOLOGIES, EGETC 2022 (2022)
Q-learnheuristics: Towards data-driven balanced metaheuristics Crawford, Broderick; Soto, Ricardo; Lemus-Romani, Jose; Becerra-Rozas, Marcelo; Lanza-Gutierrez, Jose M.; Caballe, Nuria; Castillo, Mauricio; Tapia, Diego; Cisternas-Caneo, Felipe; Garcia, Jose; Astorga, Gino; Castro, Carlos; Rubio, Jose-Miguel Article ISI MATHEMATICS (2021)
Reinforcement Learning Based Whale Optimizer Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe; Embry, Andres Trujillo; Molina, Maximo Arnao; Tapia, Diego; Castillo, Mauricio; Misra, Sanjay; Rubio, Jose-Miguel; Gervasi, O; Murgante, B; Misra, S; Garau, C; Blecic, I; Taniar, D; Apduhan, BO; Rocha, AMAC; Tarantino, E; Torre, CM Article ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2021)
A new metaheuristic based on vapor-liquid equilibrium for solving a new patient bed assignment problem Taramasco, Carla; Crawford, Broderick; Soto, Ricardo; Cortes-Toro, Enrique M.; Olivares, Rodrigo Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2020)
A Reactive Population Approach on the Dolphin Echolocation Algorithm for Solving Cell Manufacturing Systems Soto, Ricardo; Crawford, Broderick; Olivares, Rodrigo; Carrasco, Cesar; Rodriguez-Tello, Eduardo; Castro, Carlos; Paredes, Fernando; de la Fuente-mella, Hanns Article ISI MATHEMATICS (2020)
A Teaching-Learning-Based Optimization Algorithm for the Weighted Set-Covering Problem Crawford, Broderick; Soto, Ricardo; Palma, Wenceslao; Aballay, Felipe; Astorga, Gino; Lemus-Romani, Jose; Misra, Sanjay; Castro, Carlos; Paredes, Fernando; Rubio, Jose-Miguel Article ISI TEHNICKI VJESNIK-TECHNICAL GAZETTE (2020)
Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques de la Fuente-Mella, Hanns; Guzman Gutierrez, Claudia; Crawford, Kathleen; Foschino, Giancarla; Crawford, Broderick; Soto, Ricardo; Leon de la Barra, Claudio; Cisternas Caneo, Felipe; Monfroy, Eric; Becerra-Rozas, Marcelo; ElOrtegui-GOmez, Claudio Article ISI APPLIED SCIENCES-BASEL (2020)
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine Minonzio, Jean-Gabriel; Cataldo, Bryan; Olivares, Rodrigo; Ramiandrisoa, Donatien; Soto, Ricardo; Crawford, Broderick; De Albuquerque, Victor Hugo C.; Munoz, Roberto Article ISI IEEE ACCESS (2020)
Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm Johnson, Franklin; Valderrama, Alvaro; Valle, Carlos; Crawford, Broderick; Soto, Ricardo; Nanculef, Ricardo Article ISI IEEE ACCESS (2020)
Clustering-Based Binarization Methods Applied to the Crow Search Algorithm for 0/1 Combinatorial Problems Valdivia, Sergio; Soto, Ricardo; Crawford, Broderick; Caselli, Nicolas; Paredes, Fernando; Castro, Carlos; Olivares, Rodrigo Article ISI MATHEMATICS (2020)
Investigating the Efficiency of Swarm Algorithms for Bridge Strengthening by Conversion to Tied-Arch: A Numerical Case Study on San Luis Bridge Crawford, Broderick; Soto, Ricardo; Lemus-Romani, Jose; Astorga, Gino; Matus de la Parra, Sebastian; Pena-Fritz, Alvaro; Valenzuela, Matias; Garcia, Jose; de la Fuente-Mella, Hanns; Castro, Carlos; Paredes, Fernando Article ISI IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING (2020)
A clustering algorithm applied to the binarization of Swarm intelligence continuous metaheuristics Garcia, Jose; Crawford, Broderick; Soto, Ricardo; Astorga, Gino Article ISI SCOPUS SWARM AND EVOLUTIONARY COMPUTATION (2019)
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)
AccaSim=> a customizable workload management simulator for job dispatching research in HPC systems Galleguillos C., Kiziltan Z.; Netti A., Soto R. Article Cluster Computing (2019)
Andean Condor Algorithm for cell formation problems Almonacid, Boris; Soto, Ricardo Article ISI SCOPUS NATURAL COMPUTING (2019)
Applying FireFly Algorithm to solve the problem of balancing curricula Rubio J.M., Vidal-Silva C.L.; Soto R., Madariaga E.; Johnson F., Carter L. Article International Journal of Advanced Computer Science and Applications (2019)
Solving the Manufacturing Cell Design Problem through an Autonomous Water Cycle Algorithm Soto, Ricardo; Crawford, Broderick; Lanza-Gutierrez, Jose M.; Olivares, Rodrigo; Camacho, Pablo; Astorga, Gino; de la Fuente-Mella, Hanns; Paredes, Fernando; Castro, Carlos Article ISI SCOPUS APPLIED SCIENCES-BASEL (2019)
Solving the Manufacturing Cell Design Problem through Binary Cat Swarm Optimization with Dynamic Mixture Ratios Soto, R; Crawford, B; Toledo, AA; de la Fuente-Mella, H; Castro, C; Paredes, F; Olivares, R Article Computational Intelligence and Neuroscience (2019)
The patient bed assignment problem solved by autonomous bat algorithm Taramasco, Carla; Olivares, Rodrigo; Munoz, Roberto; Soto, Ricardo; Villar, Matías; de Albuquerque, Victor Hugo C. Article ISI SCOPUS APPLIED SOFT COMPUTING (2019)
Toward a Robust Multi-Objective Metaheuristic for Solving the Relay Node Placement Problem in Wireless Sensor Networks Lanza-Gutierrez, JM; Caballe, N; Gomez-Pulido, JA; Crawford, B; Soto, R Article Sensors (Basel, Switzerland) (2019)
A k-means binarization framework applied to multidimensional knapsack problem Garcia, J; Crawford, B; Soto, R; Castro, C; Paredes, F Article APPLIED INTELLIGENCE (2018)
A Meta-Optimization Approach to Solve the Set Covering Problem Crawford, Broderick; Soto, Ricardo; Monfroy, Eric; Astorga, Gino; Garcia, Jose; Cortes, Enrique Article WOS-ESCI INGENIERIA (2018)
A new EEG software that supports emotion recognition by using an autonomous approach Munoz R., Olivares R.; Taramasco C., Villarroel R.; Soto R., Alonso-SÃ¡nchez M.F.; Merino E., de Albuquerque V.H.C. Article Neural Computing and Applications (2018)
A new metaheuristic inspired by the vapour-liquid equilibrium for continuous optimization CortÃ©s-Toro E.M., Crawford B.; GÃ³mez-Pulido J.A., Soto R. Article Applied Sciences (Switzerland) (2018)
Adaptive Black Hole Algorithm for Solving the Set Covering Problem Soto, Ricardo; Crawford, Broderick; Olivares, Rodrigo; Taramasco, Carla; Figueroa, Ignacio; Gomez, Alvaro; Castro, Carlos; Paredes, Fernando Article ISI SCOPUS MATHEMATICAL PROBLEMS IN ENGINEERING (2018)
Solving the Software Project Scheduling Problem Using Intelligent Water Drops Crawford, B; Soto, R; Astorga, G; Castro, C; Paredes, F; Misra, S; Rubio, JM Article TEHNICKI VJESNIK-TECHNICAL GAZETTE (2018)
Spectro-temporal features applied to the automatic classification of volcanic seismic events Soto, Ricardo; Huenupan, Fernando; Meza,Pablo; Curilem, Millaray; Franco, Luis Article ISI SCOPUS JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH (2018)
Using Black Hole Algorithm to Improve EEG-Based Emotion Recognition Munoz, R; Olivares, R; Taramasco, C; Villarroel, R; Soto, R; Barcelos, TS; Merino E., Alonso-Sanchez Article COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (2018)
A k-means binarization framework applied to multidimensional knapsack problem García J.; Crawford B.; Soto R.; Castro C.; Paredes F. Article SCOPUS Applied Intelligence (2017)
An expert system for the diagnosis of sexually transmitted diseases - ESSTD Thompson T.; Sowunmi O.; Misra S.; Fernandez-Sanz L.; Crawford B.; Soto R. Article ISI SCOPUS JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2017)
Analyzing the effects of binarization techniques when solving the set covering problem through swarm optimization Lanza-Gutierrez, Jose M.; Crawford, Broderick; Soto, Ricardo; Berrios, Natalia; Gomez-Pulido, Juan A.; Paredes, Fernando Article EXPERT SYSTEMS WITH APPLICATIONS (2017)
Energy Prediction of Access Points in Wi-Fi Networks According to Users' Behaviour Rodriguez-Lozano D.; Gomez-Pulido J.A.; Lanza-Gutierrez J.M.; Duran-Dominguez A.; Crawford B.; Soto R. Article ISI SCOPUS APPLIED SCIENCES-BASEL (2017)
Online control of enumeration strategies via bat algorithm and black hole optimization Soto R.; Crawford B.; Olivares R.; niklander s.; Johnson F.; Paredes F.; Olguín E. Article ISI SCOPUS NATURAL COMPUTING (2017)
Putting Continuous Metaheuristics to Work in Binary Search Spaces Crawford, Broderick; Soto, Ricardo; Astorga, Gino; García, José; Castro, Carlos; Paredes, Fernando Article COMPLEXITY (2017)
Solving the manufacturing cell design problem using the modified binary firefly algorithm and the egyptian vulture optimisation algorithm Almonacid B.; Aspée F.; Soto R.; Crawford B.; Lama J. Article ISI SCOPUS IET SOFTWARE (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 NATURAL COMPUTING (2017)
A systematic literature review of open source software quality assessment models Adewumi, Adewole; Misra, Sanjay; Omoregbe, Nicholas; Crawford, Broderick; Soto, Ricardo Article SpringerPlus (2016)
An empirical evaluation of software quality assurance practices and challenges in a developing country=> a comparison of Nigeria and Turkey Sowunmi, Olaperi Yeside; Misra, Sanjay; Fernandez-Sanz, Luis; Crawford, Broderick; Soto, Ricardo Article SpringerPlus (2016)
Efficient Parallel Sorting for Migrating Birds Optimization When Solving Machine-Part Cell Formation Problems Soto, Ricardo; Crawford, Broderick; Almonacid, Boris; Paredes, Fernando Article ISI SCOPUS SCIENTIFIC PROGRAMMING (2016)
Implementing a web-based immunization schedule reminder for postnatal service delivery Matiluko M.; Omogbadegun Z.; Omoregbe N.; Adewumi A.; Parejas F.J.; Misra S.; Crawford B.; Soto R. Article SCOPUS Far East Journal of Electronics and Communications (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)
Mobile-based emergency report and response system for academic institutions of developing countries Adewumi A.; Nwaoyo C.; Parejas F.J.; Misra S.; Crawford B.; Soto R. Article SCOPUS Far East Journal of Electronics and Communications (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)
Solving the Manufacturing Cell Design Problem using the Cuckoo Search Soto, Ricardo; Crawford, Broderick; Jaime, Ana; Ramirez, Maykol; Almonacid, Boris; Vasquez, Leandro; Zulantay, Roberto; Sidorov, G; HerreraAlcantara, O; Jimenez, SM; Lagunas, OP Article ISI 2016 FIFTEENTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (MICAI): ADVANCES IN ARTIFICIAL INTELLIGENCE (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 SWARM AND EVOLUTIONARY COMPUTATION (2016)
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)
A Hybrid alldifferent-Tabu Search Algorithm for Solving Sudoku Puzzles Soto R.; Crawford, B; Galleguillos, C; Paredes, F; Norero, E Article ISI SCOPUS Computational Intelligence and Neuroscience (2015)
Adaptive filtering strategy for numerical constraint satisfaction problems Araya, I.; Soto R.; Crawford, B Article ISI SCOPUS Expert Systems with Applications (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)
Effect of the vibration profile on shallow granular systems Cordero P.; Risso D.; Soto R. Article ISI SCOPUS Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences (2015)
Multi-Objective Robust Optimization Using a Postoptimality Sensitivity Analysis Technique: Application to a Wind Turbine Design Wang, WJ; Caro, S; Bennis, F; Soto R.; Crawford, B Article ISI SCOPUS Journal of Mechanical Design, Transactions of the ASME (2015)
Set constraint model and automated encoding into SAT: application to the social golfer problem Lardeux, F; Monfroy, E; Crawford, B; Soto R. Article ISI SCOPUS Annals of Operations Research (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)
Top-k Based Adaptive Enumeration in Constraint Programming Soto R.; Crawford, B; Palma, W; Monfroy, E; Olivares R.; Castro C.; Paredes, F Article ISI SCOPUS Mathematical Problems in Engineering (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. Article Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2014)
A Bicriteria Approach Identifying Nondominated Portfolios Pereira J.; Crawford, B; Paredes, F; Soto R. Article ISI SCOPUS JOURNAL OF APPLIED MATHEMATICS (2014)
A Binary Coded Firefly Algorithm that Solves the Set Covering Problem Crawford, B; Soto R.; Olivares-Suarez, M; Palma, W; Paredes, F; Olguín E.; Norero, E Article ISI SCOPUS ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY (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)
A Prefiltered Cuckoo Search Algorithm with Geometric Operators for Solving Sudoku Problems Soto R.; Crawford, B; Galleguillos, C; Monfroy, E; Paredes, F Article ISI SCOPUS SCIENTIFIC WORLD JOURNAL (2014)
Application of the Artificial Bee Colony Algorithm for Solving the Set Covering Problem Crawford, B; Soto R.; Cuesta R.; Paredes, F Article ISI SCOPUS SCIENTIFIC WORLD JOURNAL (2014)
Combining Tabu Search and Genetic Algorithms to Solve the Capacitated Multicommodity Network Flow Problem Lagos C.; Crawford, B; Cabrera, E; Soto R.; Rubio, JM; Paredes, F Article ISI SCOPUS STUDIES IN INFORMATICS AND CONTROL (2014)
Comparing Evolutionary Strategies on a Biobjective Cultural Algorithm Lagos C.; Crawford, B; Cabrera, E; Soto R.; Rubio, JM; Paredes, F Article ISI SCOPUS SCIENTIFIC WORLD JOURNAL (2014)
CONSTRAINT PROGRAMMING FOR OPTIMAL DESIGN OF ARCHITECTURES FOR WATER DISTRIBUTION TANKS AND RESERVOIRS: A CASE STUDY Soto R.; Crawford, B; Misra, S; Monfroy, E; Palma, W; Castro C.; Paredes, F Article ISI TEHNICKI VJESNIK-TECHNICAL GAZETTE (2014)
Sequentially Dependent Meta-Constraint Satisfaction Problem: An Application to Video Games Soto R.; Crawford, B; Monfroy, E; Paredes, F Article ISI SCOPUS ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY (2014)
A hybrid AC3-tabu search algorithm for solving Sudoku puzzles Soto R.; Crawford, B; Galleguillos, C; Monfroy, E; Paredes, F Article ISI SCOPUS Expert Systems with Applications (2013)
A Hybrid Soft Computing Approach for Subset Problems Crawford, B; Soto R.; Monfroy, E; Castro C.; Palma, W; Paredes, F Article ISI SCOPUS Mathematical Problems in Engineering (2013)
A reactive and hybrid constraint solver Monfroy, E; Castro C.; Crawford, B; Soto R.; Paredes, F; Figueroa C. Article ISI SCOPUS Journal of Experimental and Theoretical Artificial Intelligence (2013)
CHOICE FUNCTIONS FOR AUTONOMOUS SEARCH IN CONSTRAINT PROGRAMMING: GA VS. PSO Soto R.; Crawford, B; Misra, S; Palma, W; Monfroy, E; Castro C.; Paredes, F Article ISI TEHNICKI VJESNIK-TECHNICAL GAZETTE (2013)
Choice functions for autonomous search in constraint programming=> GA vs. PSO [Funkcije izbora za samostalno pretra?ivanje u ograni?enom programiranju=> Genetski algoritam nasuprot optimizaciji roja ?estica] Soto R., Crawford; B, Misra; S, Palma; W, Monfroy E.; Castro C., Paredes Article Tehnicki Vjesnik (2013)
Nurse and Paramedic Rostering with Constraint Programming: A Case Study Soto R.; Crawford, B; Monfroy, E; Palma, W; Paredes, F Article ISI SCOPUS Romanian Journal of Information Science and Technology (2013)
Parameter tuning of a choice-function based hyperheuristic using Particle Swarm Optimization Crawford, B; Soto R.; Monfroy, E; Palma, W; Castro C.; Paredes, F Article ISI SCOPUS Expert Systems with Applications (2013)
Parameter tuning of metaheuristics using metaheuristics Crawford, B; Valenzuela C., Soto R.; Monfroy E., Paredes Article Advanced Science Letters (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 2-level Metaheuristic for the Set Covering Problem Valenzuela C.; Crawford, B; Soto R.; Monfroy, E; Paredes, F Article ISI SCOPUS International Journal of Computers, Communications and Control (2012)
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 R. Article ISI SCOPUS Studies in Informatics and Control (2012)
Cell formation in group technology using constraint programming and Boolean satisfiability Soto R.; Kjellerstrand H.; Durán O.; Crawford, B; Monfroy, E; Paredes, F Article ISI SCOPUS Expert Systems with Applications (2012)
Dynamic Selection of Enumeration Strategies for Solving Constraint Satisfaction Problems Crawford, B; Castro C.; Monfroy, E; Soto R.; Palma, W; Paredes, F Article ISI SCOPUS Romanian Journal of Information Science and Technology (2012)
Syntax Extensions for a Constrained-Object Language via Dynamic Parser Cooperation Soto R.; Crawford, B; Monfroy, E; Paredes, F Article ISI SCOPUS Studies in Informatics and Control (2012)
A Framework for Autonomous Search in the Eclipse Solver B. Crawford; R. Soto; M. Montecinos; C. Castro; E. Monfroy Article Lecture Notes in Computer Science (2011)
A hybrid Ant algorithm for the set covering problem Crawford, B; Soto R.; Palma, W; Monfroy, E; Paredes, F Article SCOPUS International Journal of Physical Sciences (2011)
An evolutionary multi-objective optimization algorithm for portfolio selection problem Guillermo Cabrera G.; Vasconcellos, C.; Soto R.; Crawford, B; Rubio J.M.; Paredes, F Article SCOPUS International Journal of Physical Sciences (2011)
An extensible autonomous search framework for constraint programming Crawford, B; Soto R.; Castro C.; Monfroy, E; Paredes, F Article SCOPUS International Journal of Physical Sciences (2011)
Constraint-Based Nurse Rostering for the Valparaíso Clinic Center in Chile R. Pizarro; G. Rivera; R. Soto; B. Crawford; C. Castro; E. Monfroy Article Communications in Computer and Information Science (2011)
Extensible CP-Based Autonomous Search B. Crawford; R. Soto; C.Castro; E. Monfroy Article Communications in Computer and Information Science (2011)
Hybrid strategies of enumeration in constraint solving Monfroy, E; Crawford, B; Soto R.; Paredes, F Article SCOPUS SCIENTIFIC REPORTS (2011)
Controlling search in constrained-object models R. Soto Article Lecture Notes in Computer Science (2010)
Finding the Maximal Pose Error in Robotic Mechanical Systems Using Constraint Programming N. Berger; R. Soto; A. Goldsztejn; S. Caro; P. Cardou Article Lecture Notes in Computer Science (2010)
On the pursuit of a standard language for object-oriented constraint modeling Soto R.; Granvilliers L. Article SCOPUS INTELLIGENT DISTRIBUTED COMPUTING VII (2008)


Applying an Electromagnetism-Like Algorithm for Solving the Manufacturing Cell Design Problem Lanza-Gutierrez J.M.; Soto R.; Crawford B.; Gomez-Pulido J.A.; Fernandez N.; Castillo C. BookWhole ISI SCOPUS RECENT DEVELOPMENTS IN INTELLIGENT NATURE-INSPIRED COMPUTING (2017)


A Meta-Optimization Approach for Covering Problems in Facility Location Crawford B.; Soto R.; Monfroy E.; Astorga G.; García J.; Cortés E. ConferencePaper ISI SCOPUS ELECTRONIC GOVERNANCE WITH EMERGING TECHNOLOGIES, EGETC 2022 (2017)
A multi dynamic binary black hole algorithm applied to set covering problem García J.; Crawford B.; Soto R.; García P. ConferencePaper SCOPUS Advances in Intelligent Systems and Computing (2017)
Evaluation of choice functions to self-adaptive on constraint programming via the black hole algorithm Olivares R.; Soto R.; Crawford B.; Barria M.; niklander s. ConferencePaper SCOPUS Proceedings of the 2016 42nd Latin American Computing Conference, CLEI 2016 (2017)
Solving manufacturing cell design problems using the black hole algorithm Soto R.; Crawford B.; Fernandez N.; Reyes V.; niklander s.; Araya I. ConferencePaper ISI SCOPUS (2017)
Structural modernization on Chilean bridges Proposal for optimization on strengthening design via Genetic algorithm [Modernización estructural de puentes en Chile Propuesta de optimización en diseño de refuerzos mediante algoritmo genético] Valenzuela M.A.; Pena-Fritz A.; Crawford B.; Soto R. ConferencePaper SCOPUS Iberian Conference on Information Systems and Technologies, CISTI (2017)
A bat algorithm to solve the manufacturing cell design problem [Resolución del Manufacturing Cell Design Problem utilizando el Algoritmo Bat] Soto R.; Crawford B.; Zec C.; Alarcon A.; Almonacid B. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
A beam-search approach to the set covering problem Reyes V.; Araya, I.; Crawford, B; Soto R.; Olguín E. ConferencePaper ISI SCOPUS (2016)
A bi-objetive Cat Swarm Optimization algorithm for set covering problem Crawford, B; Soto R.; Caballero, H; Olguín E. ConferencePaper ISI SCOPUS (2016)
A binary invasiveweed optimization algorithm for the set covering problem Crawford, B; Soto R.; Legüe I.F.; Olguín E. ConferencePaper ISI SCOPUS (2016)
A choice functions portfolio for solving constraint satisfaction problems: A performance evaluation Soto R.; Crawford, B; Olivares R. ConferencePaper SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2016)
A discrete invasive weed optimization algorithm for the set covering problem [Algoritmo Discreto de Optimización Hiebras Invasivas para el Set Covering Problem] Crawford B.; Soto R.; Legue I.F.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
A firefly algorithm to solve the manufacturing cell design problem Soto R.; Crawford, B; Lama, J; Paredes, F ConferencePaper ISI SCOPUS (2016)
A firefly algorithm to solve the manufacturing cell design problem [Resolución del Manufacturing Cell Design Problem Utilizando el Algoritmo Luciérnaga] Soto R.; Crawford B.; Lama J.; Almonacid B. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
A marriage theorem based-algorithm for solving sudoku Soto R.; Crawford B.; Galleguillos C.; Venegasy F.C.; Paredes F. ConferencePaper ISI SCOPUS Proceedings - 14th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2015 (2016)
A nature inspired intelligent water drop algorithm and its application for solving the set covering problem Crawford, B; Soto R.; Cordova J; Olguín E. ConferencePaper ISI SCOPUS (2016)
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)
An alternative solution to the software project scheduling problem Crawford, B; Soto R.; astorga, g; Olguín E. ConferencePaper ISI SCOPUS (2016)
An binary black hole algorithm to solve the set covering problem [Un Algoritmo Binario Inspirado En Hoyos Negros Para Resolver El Problema De La Cobertura] Gomez A.; Crawford B.; Soto R.; Jaramillo A.; Mansilla S.; Salas J.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Biogeography-Based Optimization Algorithm for solving the set covering problem Crawford, B; Soto R.; Riquelme, L.; Olguín E. ConferencePaper ISI SCOPUS (2016)
Biogeography-based optimization algorithm for the Set Covering Problem [Algoritmo de Optimización basado en Biogeografía para resolver el Set Covering Problem] Crawford B.; Soto R.; Riquelme L.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Cat swarm optimization with different binarization methods for solving set covering problems Crawford, B; Soto R.; BerrÍos N.; Olguín E. ConferencePaper ISI SCOPUS (2016)
Change management in technology projects: Using a comprehensive model of change management [Gestión del Cambio para Proyectos Tecnológicos: Usando un Modelo Integral de Gestión del Cambio] Macaya E.O.; Crawford B.; Soto R. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Efficient leader exchange for Migrating Birds Optimization when solving machine-part cell formation problems [Un Eficiente Intercambio De Líder En El Algoritmo Optimización De Migración de Aves en resolver el problema de Formación de Celdas Máquina-Parte] Soto R.; Crawford B.; Almonacid B. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Evaluating the efficient of using choice functions to solve CSPs via Autonomous Search [Evaluando La Eficiencia De Utilizar Funciones De Selección En Búsqueda Autónoma Para Resolver Problemas De Satisfacción De Restricciones] Soto R.; Crawford B.; Olivares R.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Firefly algorithm to solve a project scheduling problem Crawford, B; Soto R.; Johnson, F; Valencia, C; Paredes, F ConferencePaper ISI SCOPUS (2016)
Fireworks explosion can solve the set covering problem Crawford, B; Soto R.; Astudillo G.; Olguín E. ConferencePaper ISI SCOPUS (2016)
Intelligent water drop algorithm (IWD)to solve software project scheduling problem [Algoritmo Gota de Agua Inteligente (IWD) para resolver problema de Programación de Proyectos de Software] Crawford B.; Soto R.; Astorga G.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (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)
Solving nonogram using genetic algorithms [Resolución De Nonogramas Usando Algoritmos Genéticos] Soto R.; Crawford B.; Galleguillos C.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Solving the manufacturing cell design problem via invasiveweed optimization Soto R.; Crawford, B; Castillo C.; Paredes, F ConferencePaper ISI SCOPUS (2016)
The set covering problem solved by the Black Hole Algorithm [El Problema de Cobertura de Conjuntos solucionado por el Algoritmo del Agujero Negro] Soto R.; Crawford B.; Figueroa I.; Olivares R.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (2016)
Using the Soccer League Competition algorithm to solve the set covering problem [Utilizando el Algoritmo del Campeonato de Futbol para resolver el Problema del Conjunto de Cobertura] Jaramillo A.; Gomez A.; Mansilla S.; Salas J.; Crawford B.; Soto R.; Olguin E. ConferencePaper SCOPUS PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021) (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 filtering technique for helping to solve sudoku problems Soto R.; Crawford, B; Galleguillos, C; Crawford K.; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
A Migrating Birds Optimization Algorithm for Machine-Part Cell Formation Problems Soto R.; Crawford, B; Almonacid, B; 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)
Applicability of cyclomatic complexity on WSDL Misra, S; Fernandez-Sanz L.; Adewumi A.; Crawford, B; Soto R. 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)
Comparing Cuckoo Search, Bee Colony, Firefly Optimization, and Electromagnetism-Like Algorithms for Solving the Set Covering Problem Soto R.; Crawford, B; Galleguillos, C; Barraza J.; Lizama S.; MuÑoz A.; Vilches J.; 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)
Creativity in agile software development methods Crawford, B; Crawford K.; Soto R.; De La Barra C.L. ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Effective Meetings: With a Focus on the Emotions and the Conversations to Improve the Capital in the Organizations Olguín E.; Crawford, B; Soto R. ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Effective meetings: With a focus on the emotions and the conversations to improve the capital in the organizations [Reuniones Efectivas: Con la Mirada en las Emociones y Conversaciones para Potenciar el Capital de las Organizaciones] Olguín E.; Crawford, B; Soto R. ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Efficient utilization of various network coding techniques in different wireless scenarios Pandey P.S.; Purohit N.; Mishra, S; Crawford, B; Soto R. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (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)
Female Gender Representations in Digital Mass Media via Discourse Analysis: A Case Study niklander, s; Soto R.; Crawford, B ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Female gender representations in digital mass media via discourse analysis: A case study [Representaciones del Género Femenino en Medios de Comunicación Digitales vía Análisis Crítico del Discurso: Un Caso de Estudio] niklander, s; Soto R.; Crawford, B ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (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)
Hybrid algorithms for Solving Sudokus Soto R.; Crawford, B; Galleguillos, C; Nino N.; Paredes, F ConferencePaper ISI PROCEEDINGS OF THE 2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2015) (2015)
Hybrid algorithms for solving Sudokus [Algoritmos híbridos para la resolución de Sudokus] Soto R.; Galleguillos, C; Nino N.; Crawford, B; Paredes, F ConferencePaper SCOPUS 2015 10th Iberian Conference on Information Systems and Technologies, CISTI 2015 (2015)
Leadership in agile software development methods De La Barra C.L.; Galdames, S; Crawford, B; Soto R.; Crawford K. ConferencePaper SCOPUS Communications in Computer and Information Science (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 Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm Soto R.; Crawford, B; Vega, E; Paredes, F ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (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 sudokus via metaheuristics and AC3 Soto R.; Crawford, B; Galleguillos, C; Misra, S; Olguín E. ConferencePaper SCOPUS IEEE International Conference on Adaptive Science and Technology, ICAST (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)
Towards the easy analysis of mass media audience reaction on social networks via discursive category tools niklander, s; Soto R.; Crawford, B ConferencePaper SCOPUS Communications in Computer and Information Science (2015)
Universal usability in mass media via discourse analysis: A Case Study niklander, s; Soto R.; Crawford, B 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 Binary Firefly Algorithm for the Set Covering Problem Crawford, B; Soto R.; Olivares-Suarez, M; Paredes, F ConferencePaper ISI SCOPUS INTELLIGENT METHODS IN COMPUTING, COMMUNICATIONS AND CONTROL (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)
Agile Software Teams Can Use Conflict to Create a Better Products Crawford, B; Soto R.; De La Barra C.L.; Crawford K.; Olguín E. ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
An Artificial Bee Colony Algorithm for the Set Covering Problem Cuesta R.; Crawford, B; Soto R.; Paredes, F ConferencePaper ISI SCOPUS INTELLIGENT METHODS IN COMPUTING, COMMUNICATIONS AND CONTROL (2014)
Autonomous Search: Towards the Easy Tuning of Constraint Programming Solvers Crawford, B; Soto R.; Olivares R.; Herrera R.; Monfroy, E; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (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)
Easy Modeling of Open Pit Mining Problems via Constraint Programming Crawford, B; Soto R.; Zec C.; Monfroy, E; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (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)
Modeling Manufacturing Cell Design Problems: CP vs. MH Crawford, B; Soto R.; Zuñiga G.; Monfroy, E; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (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 Influence of Emotions on Productivity in Software Engineering Crawford, B; Soto R.; De La Barra C.L.; Crawford K.; Olguín E. ConferencePaper SCOPUS Communications in Computer and Information Science (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)
Using the Bee Colony Optimization Method to Solve the Weighted Set Covering Problem Crawford, B; Soto R.; Cuesta R.; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
Using the Firefly Optimization Method to Solve the Weighted Set Covering Problem Crawford, B; Soto R.; Olivares-Suárez M.; Paredes, F ConferencePaper SCOPUS Communications in Computer and Information Science (2014)
A Hyperheuristic Approach for Guiding Enumeration in Constraint Solving Crawford, B; Castro C.; Monfroy, E; Soto R.; Palma, W; Paredes, F ConferencePaper ISI INTELLIGENT METHODS IN COMPUTING, COMMUNICATIONS AND CONTROL (2013)
Agile Software Development: It Is about Knowledge Management and Creativity de la Barra, CL; Crawford, B; Soto R.; Misra, S; Monfroy, E ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2013)
Modeling NRPs with Soft and Reified Constraints Soto R.; Crawford, B; Bertrand R.; Monfroy, E ConferencePaper ISI 2013 AASRI CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (2013)
Nurse Rostering with Soft Constraints Evidence from Chilean Mid-size Health Care Centers Soto R.; Crawford, B; Bertrand R.; Monfroy, E ConferencePaper ISI ICEIS: PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1 (2013)
On the Pursuit of Reliable Solutions for a Robotic Optimization Problem Soto R.; Caro, S; Crawford, B ConferencePaper ISI 2013 AASRI CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (2013)
Agile software engineering as creative work Crawford, B; De La Barra C.L.; Soto R.; Monfroy, E ConferencePaper SCOPUS 2012 5th International Workshop on Co-operative and Human Aspects of Software Engineering, CHASE 2012 - Proceedings (2012)
Agile software teams must be creatives Crawford, B; De La Barra C.L.; Soto R.; Monfroy, E ConferencePaper SCOPUS 2012 Workshop on Engineering Applications, WEA 2012 (2012)
Solving manufacturing cell design problems using constraint programming Soto R.; Kjellerstrand H.; Gutierrez J.; Lopez A.; Crawford, B; Monfroy, E ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)
Using autonomous search for generating good enumeration strategy blends in constraint programming Soto R.; Crawford, B; Monfroy, E; Bustos, V ConferencePaper SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2012)
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 LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2011)
A framework for autonomous search in the Ecl ips e solver Crawford, B; Soto R.; Montecinos, M; Castro C.; Monfroy, E ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2011)
A hyperheuristic approach for dynamic enumeration strategy selection in constraint satisfaction Crawford, B; Soto R.; Castro C.; Monfroy, E ConferencePaper LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2011)
Constraint-based nurse rostering for the Valparaíso Clinic Center in Chile Pizarro, R; Rivera G.; Soto R.; Crawford, B; Castro C.; Monfroy, E ConferencePaper Communications in Computer and Information Science (2011)
Extensible CP-based autonomous search Crawford, B; Soto R.; Castro C.; Monfroy, E ConferencePaper Communications in Computer and Information Science (2011)
Controlling search in constrained-object models Soto R. ConferencePaper LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2010)
Finding the maximal pose error in robotic mechanical systems using constraint programming Berger N.; Soto R.; Goldsztejn A.; Caro, S; Cardou P. ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2010)
High-level modeling of component-based CSPs Chenouard R.; Granvilliers L.; Soto R. ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2010)
Model-driven constraint programming Chenouard R.; Granvilliers L.; Soto R. ConferencePaper 1604-2004: SUPERNOVAE AS COSMOLOGICAL LIGHTHOUSES (2008)
Tuning constrained objects Soto R.; Granvilliers L. ConferencePaper Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2008)
Performance analysis of a multiagent architecture for passenger transportation Cubillos C.; Guidi-Polanco, F; Soto R. ConferencePaper ISI LEARNING AND INTELLIGENT OPTIMIZATION, LION 15 (2007)


Foreword Marín B.; Soto R.; Cubillos C. Editorial SCOPUS Proceedings - International Conference of the Chilean Computer Science Society, SCCC (2016)


BUILDING REACTIVE LEARNING-BASED HYBRID METAHEURISTICS FONDECYT (1190129) Proyecto 2019-2022 Inv. Responsable
THREE-CONTINENT MULTI-OBJECTIVE OPTIMISATION NETWORK (3C-MOON) FONDECYT (REDI170036) Proyecto 2018-2018 Coinvestigador(a)
Metodología de Gestión de Riesgo de Desastres mediante algoritmos de optimización para la Industria Voucher de innovación CORFO (17VIP-88802) Proyecto 2018-2018 Director(a)
An autonomous search system configuring continuous-variable-based metaheuristics for solving combinatorial problem - FONDECYT 1171243 Crawford, B.; Soto, R. Proyecto (2017)
AN AUTONOMOUS SEARCH SYSTEM CONFIGURING CONTINUOUS-VARIABLE-BASED METAHEURISTICS FOR SOLVING COMBINATORIAL PROBLEMS FONDECYT (1171243) Proyecto 2017-2021 Coinvestigador(a)
Sistema de apoyo didáctica para el proceso de enseñanza-aprendizaje de la escritura del trabajo de título de la carrera de Ingeniería Civil Informática. Concurso DOC-INNOVA, Proyecto CORFO 14ENI2-26905 Nueva Ingeniería para el 2030, Facultad de Ingeniería, PUCV (-) Proyecto 2017-2017 Coinvestigador(a)
ON-LINE AUTONOMOUS SEARCH FOR RECENT BIO-INSPIRED METAHEURISTICS FONDECYT (1160455) Proyecto 2016-2019 Inv. Responsable
ON-LINE AUTONOMOUS SEARCH FOR RECENT BIO-INSPIRED METAHEURISTICS (MOD=> FONDECYT REGULAR) Vicerrectoría de Investigación y Estudios avanzados, Pontificia Universidad Católica de Valparaíso (209.757/2016) Proyecto 2016-2019 Inv. Principal
On-line Autonomous Search for Recent Bio-Inspired Metaheuristics - FONDECYT 1160455 Soto, R.; Crawford, R. Proyecto (2015)
AN AUTONOMOUS SEARCH SYSTEM TO HYBRID CONSTRAINT SOLVER COOPERATION FONDECYT (1140897) Proyecto 2014-2017 Coinvestigador(a)
An Autonomous Search System To Hybrid Constraint Solver Coperation - FONDECYT 1140897 Crawford, B.; Soto, R.; Wenceslao, P. Proyecto (2014)
ADAPTATIVE ENUMERATION AND PROPAGATION IN CONSTRAINT PROGRAMMING FONDECYT (11130459) Proyecto 2013-2015 Inv. Responsable
Adaptive Enumeration and Propagation in Constraint Programming - MOD=> (FONDECYT Iniciación) Vicerrectoría de Investigación y Estudios avanzados, Pontificia Universidad Católica de Valparaíso (209.752/2013) Proyecto 2013-2014 Inv. Principal
BANANAS=> Automated design and autonomous control of hybrid solver cooperations INRIA, France (-) Proyecto 2013-2015 Coinvestigador(a)
Extending the Architecture for Autonomous Search in Constraint Programming - MOD=> (FONDECYT iniciación 2012 ubicado en puntaje de corte=> lugar 26, 25 proyectos adjudicados) Vicerrectoría de Investigación y Estudios avanzados, Pontificia Universidad Católica de Valparaíso (209.751/2013) Proyecto 2013-2013 Inv. Principal
Clasificadores de Estrategias para Búsqueda Autónoma Escuela Ingeniería Informática, Pontificia Universidad Católica de Valparaíso (PUCV/INF-INV-02 2012) Proyecto 2012-2012 Inv. Principal
Diseño e Implementación de un Solver basado en Búsqueda Autónoma para la Resolución de Problemas Combinatoriales Escuela Ingeniería Informática, Pontificia Universidad Católica de Valparaíso (PUCV/INF-INV-03 2012) Proyecto 2012-2012 Coinvestigador(a)
Hacia el desarrollo de un lenguaje estándar para la programación con restricciones Vicerrectoría de Investigación y Estudios avanzados, Pontificia Universidad Católica de Valparaíso (037.350/2011) Proyecto 2011-2011 Inv. Principal

204

Ricardo Soto

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

164

Broderick Crawford

Secretario Académico

PUCV - ESCUELA ING. INFORMÁTICA

Valparaíso, Chile

franklin johnson

Director

Computación e Informática

Universidad de Playa Ancha

valparaíso, Chile

RODRIGO OLIVARES

ACADÉMICO

ESCUELA DE INGENIERÍA CIVIL INFORMÁTICA

UNIVERSIDAD DE VALPARAÍSO

VALPARAÍSO, Chile

Wenceslao Palma

Profesor

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaiso, Chile

Gino Astorga

Jefe Unidad de Sistemas de Gestión Administrativa

Dirección de Tecnologías de Información y Comunicación

Universidad de Valparaíso

Valparaíso, Chile

Cristian Galleguillos

Computer scientist

Idrostudi watercare engineering

Trieste, Italia

Felipe Cisternas

Carla Taramasco

Full professor

Universidad Andrés Bello

Viña del Mar, Chile

Jose Garcia

Asociado

Ingeniería

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

Stefanie Niklander

Profesor instructor

Universidad Autónoma de Chile

Santiago, Chile

Guillermo Cabrera

Profesor

Ingeniería Informática

Pontificia Universidad Catolica de Valparaiso

Valparaíso, Chile

Boris Almonacid

Independent Researcher

Global Change Science

Viña del Mar, Chile

Claudio Cubillos

PONTIFICA UNIVERSIDAD CATOLICA DE VALPARAISO

Valparaíso, Chile

Alvaro Peña

Profesor Titular - Consejero Académico

Escuela Ingeniería en Construcción

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

José Lemus

Ignacio Araya

Profeso Auxiliar

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

Victor Reyes

Roberto Muñoz

Director

Escuela de Ingeniería Informática

Universidad de Valparaíso

Valparaíso , Chile

Javier Pereira

SUBDIRECTOR NACIONAL DE DESARROLLO TECNOLÓGICO E INNOVACIÓN

Universidad Tecnológica de Chile Inacap

Santiago, Chile

Hanns de la Fuente

Associate Professor

Facultad de Ciencias Económicas y Administrativas

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Pablo Meza

Associate Professor

Departamento de Ingeniería Eléctrica

UNIVERSIDAD DE LA FRONTERA

Temuco, Chile

Beatriz Marin

Académica

UNIVERSIDAD DIEGO PORTALES

Santiago, Chile

Marta Barría

Académico

Escuela de Ingeniería Civil Informática

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

Rodrigo Soto

Full professor

Physics

DEPARTAMENTO DE FISICA, FCFM, UNIVERSIDAD DE CHILE

Santiago, Chile

Dino Risso

Professor

Department of Physics

UNIVERSIDAD DEL BIO-BIO

Concepción, Chile

Fernando Huenupan

Academico

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile

Orlando Duran

Full Professor

Escuela de Ing. Mecánica

ESCUELA DE INGENERIÍA MECÁNICA

Quilpue, Chile

CLAUDIO ELÓRTEGUI

Director

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Carlos Valle

Académico Jornada Completa

Computación e Informática

Universidad de Playa Ancha

Valparaíso, Chile

Jean-Gabriel Minonzio

profesor titular

Escuela de Ingeniería Civil en Informática

Universidad de Valparaiso

Valparaiso, Chile

Millaray Curilem

Académica

Ingeniería Eléctrica

Universidad de La Frontera

Temuco, Chile

Ricardo Javier Soto De Giorgis

Líneas de Investigación

Educación

Informática, Universidad de Nantes. Francia, 2009

Ingeniero civil en informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2003

Experiencia Académica

Académico Full Time

Formación de Capital Humano

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