RICARDO JAVIER SOTO DE GIORGIS

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20072024

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  • 2023

    Multi-armed Bandit-Based Metaheuristic Operator Selection: The Pendulum Algorithm Binarization Case

    Ábrego-Calderón, P., Crawford, B., Soto, R., Rodriguez-Tello, E., Cisternas-Caneo, F., Monfroy, E. & Giachetti, G., 2023, Optimization and Learning - 6th International Conference, OLA 2023, Proceedings. Dorronsoro, B., Chicano, F., Danoy, G. & Talbi, E-G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 248-259 12 p. (Communications in Computer and Information Science; vol. 1824 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem

    Crawford, B., Cisternas-Caneo, F., Sepulveda, K., Soto, R., Paz, A., Pena, A., De La Barra, C. L., Rodriguez-Tello, E., Astorga, G., Castro, C., Johnson, F., Giachetti, G., Pena Jaramillo, E. & Villalobos, P. A., 2023, Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2022

    A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)

    Becerra-Rozas, M., Lemus-Romani, J., Crawford, B., Soto, R., Cisternas-Caneo, F., Embry, A. T., Molina, MA. A., Tapia, D., Castillo, M. & Rubio, J. M., 2022, Metaheuristics and Nature Inspired Computing - 8th International Conference, META 2021, Proceedings. Dorronsoro, B., Yalaoui, F., Talbi, E-G. & Danoy, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 127-136 10 p. (Communications in Computer and Information Science; vol. 1541 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems

    Chávez, M., Crawford, B., Soto, R., Palma, W., Becerra-Rozas, M., Cisternas-Caneo, F., Astorga, G. & Misra, S., 2022, Informatics and Intelligent Applications - 1st International Conference, ICIIA 2021, Revised Selected Papers. Misra, S., Oluranti, J., Damaševičius, R. & Maskeliunas, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 227-239 13 p. (Communications in Computer and Information Science; vol. 1547 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem

    Crawford, B., Soto, R., Cisternas-Caneo, F., Tapia, D., de la Fuente-Mella, H., Palma, W., Lemus-Romani, J., Castillo, M. & Becerra-Rozas, M., 2021, Optimization and Learning - 4th International Conference, OLA 2021, Proceedings. Dorronsoro, B., Ruiz, P., Amodeo, L. & Pavone, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 74-85 12 p. (Communications in Computer and Information Science; vol. 1443).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • A Data-Driven Dynamic Discretization Framework to Solve Combinatorial Problems Using Continuous Metaheuristics

    Cisternas-Caneo, F., Crawford, B., Soto, R., de la Fuente-Mella, H., Tapia, D., Lemus-Romani, J., Castillo, M., Becerra-Rozas, M., Paredes, F. & Misra, S., 2021, Innovations in Bio-Inspired Computing and Applications - Proceedings of the 11th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2020. Abraham, A., Sasaki, H., Rios, R., Gandhi, N., Singh, U. & Ma, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 76-85 10 p. (Advances in Intelligent Systems and Computing; vol. 1372 AISC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • A job dispatcher for large and heterogeneous HPC systems running modern applications

    Galleguillos, C., Kiziltan, Z. & Soto, R., 1 Oct 2021, 27th International Conference on Principles and Practice of Constraint Programming, CP 2021. Michel, L. D. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 26. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 210).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • An Autonomous Galactic Swarm Optimization Algorithm Supported by Hidden Markov Model

    Castillo, M., Crawford, B., Soto, R., Palma, W., Lemus-Romani, J., Tapia, D., Cisternas-Caneo, F., Becerra-Rozas, M., Paredes, F. & Misra, S., 2021, Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2020. Abraham, A., Ohsawa, Y., Gandhi, N., Jabbar, M. A., Haqiq, A., McLoone, S. & Issac, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 354-363 10 p. (Advances in Intelligent Systems and Computing; vol. 1383 AISC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case

    Tapia, D., Crawford, B., Soto, R., Palma, W., Lemus-Romani, J., Cisternas-Caneo, F., Castillo, M., Becerra-Rozas, M., Paredes, F. & Misra, S., 22 Mar 2021, 2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021. Institute of Electrical and Electronics Engineers Inc., 9465259. (2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Scopus citations
  • Reinforcement Learning Based Whale Optimizer

    Becerra-Rozas, M., Lemus-Romani, J., Crawford, B., Soto, R., Cisternas-Caneo, F., Embry, A. T., Molina, M. A., Tapia, D., Castillo, M., Misra, S. & Rubio, J. M., 2021, Computational Science and Its Applications – ICCSA 2021 - 21st International Conference, Proceedings. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blečić, I., Taniar, D., Apduhan, B. O., Rocha, A. M., Tarantino, E. & Torre, C. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 205-219 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12957 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2020

    Ambidextrous Socio-Cultural Algorithms

    Lemus-Romani, J., Crawford, B., Soto, R., Astorga, G., Misra, S., Crawford, K., Foschino, G., Salas-Fernández, A. & Paredes, F., 2020, Computational Science and Its Applications – ICCSA 2020 - 20th International Conference, Proceedings. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blecic, I., Taniar, D., Apduhan, B. O., Rocha, A. M. A. C., Tarantino, E., Torre, C. M. & Karaca, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 923-938 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12254 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • A Q-Learning Hyperheuristic Binarization Framework to Balance Exploration and Exploitation

    Tapia, D., Crawford, B., Soto, R., Cisternas-Caneo, F., Lemus-Romani, J., Castillo, M., García, J., Palma, W., Paredes, F. & Misra, S., 2020, Applied Informatics - 3rd International Conference, ICAI 2020, Proceedings. Florez, H. & Misra, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-28 15 p. (Communications in Computer and Information Science; vol. 1277 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Bridges strengthening by conversion to tied-arch using monarch butterfly optimization

    Gardella, O., Crawford, B., Soto, R., Lemus-Romani, J., Astorga, G. & Salas-Fernández, A., 2020, 4th International Congress on Information and Communication Technology, ICICT 2019, Volume 1. Yang, X-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer, p. 459-469 11 p. (Advances in Intelligent Systems and Computing; vol. 1041).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Comparison between stochastic gradient descent and VLE metaheuristic for optimizing matrix factorization

    Gómez-Pulido, J. A., Cortés-Toro, E., Durán-Domínguez, A., Lanza-Gutiérrez, J. M., Crawford, B. & Soto, R., 2020, Optimization and Learning - 3rd International Conference, OLA 2020, Proceedings. Dorronsoro, B., Ruiz, P., de la Torre, J. C., Urda, D. & Talbi, E-G. (eds.). Springer, p. 153-164 12 p. (Communications in Computer and Information Science; vol. 1173 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Solving the 0/1 Knapsack Problem Using a Galactic Swarm Optimization with Data-Driven Binarization Approaches

    Vásquez, C., Lemus-Romani, J., Crawford, B., Soto, R., Astorga, G., Palma, W., Misra, S. & Paredes, F., 2020, Computational Science and Its Applications – ICCSA 2020 - 20th International Conference, Proceedings. Gervasi, O., Murgante, B., Misra, S., Garau, C., Blecic, I., Taniar, D., Apduhan, B. O., Rocha, A. M. A. C., Tarantino, E., Torre, C. M. & Karaca, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 511-526 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12254 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2019

    A binary grasshopper optimisation algorithm applied to the set covering problem

    Crawford, B., Soto, R., Peña, A. & Astorga, G., 2019, Software Engineering and Algorithms in Intelligent Systems - Proceedings of 7th Computer Science On-line Conference 2018. Silhavy, R. (ed.). Springer Verlag, p. 1-12 12 p. (Advances in Intelligent Systems and Computing; vol. 765).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • An Adaptive Intelligent Water Drops Algorithm for Set Covering Problem

    Crawford, B., Soto, R., Astorga, G., Lemus-Romani, J., Misra, S. & Rubio, J. M., Jul 2019, Proceedings - 2019 19th International Conference on Computational Science and Its Applications, ICCSA 2019. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Rocha, A. M. A. C., Taniar, D., Apduhan, B. O. & Tarantino, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 39-45 7 p. 8853571. (Proceedings - 2019 19th International Conference on Computational Science and Its Applications, ICCSA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • Bridges Reinforcement Through Conversion of Tied-Arch Using Crow Search Algorithm

    Valdivia, S., Crawford, B., Soto, R., Lemus-Romani, J., Astorga, G., Misra, S., Salas-Fernández, A. & Rubio, J. M., 2019, Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Tarantino, E., Rocha, A. M. A. C., Taniar, D. & Apduhan, B. O. (eds.). Springer Verlag, p. 525-535 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11623 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Galactic Swarm Optimization Applied to Reinforcement of Bridges by Conversion in Cable-Stayed Arch

    Vásquez, C., Crawford, B., Soto, R., Lemus-Romani, J., Astorga, G., Misra, S., Salas-Fernández, A. & Rubio, J. M., 2019, Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Tarantino, E., Rocha, A. M. A. C., Taniar, D. & Apduhan, B. O. (eds.). Springer Verlag, p. 108-119 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11623 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Optimization of bridges reinforcement by conversion to tied arch using an animal migration algorithm

    Morales, A., Crawford, B., Soto, R., Lemus-Romani, J., Astorga, G., Salas-Fernández, A. & Rubio, J. M., 2019, Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Proceedings. Wotawa, F., Pill, I., Koitz-Hristov, R., Friedrich, G. & Ali, M. (eds.). Springer Verlag, p. 827-834 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11606 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Optimization of Bridges Reinforcements with Tied-Arch Using Moth Search Algorithm

    Carrasco, Ó., Crawford, B., Soto, R., Lemus-Romani, J., Astorga, G. & Salas-Fernández, A., 2019, From Bioinspired Systems and Biomedical Applications to Machine Learning - 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Proceedings. Álvarez-Sánchez, J. R., de la Paz López, F., Ferrández Vicente, J. M., Toledo Moreo, J. & Adeli, H. (eds.). Springer Verlag, p. 244-253 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11487 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Refuerzo de Puentes Mediante Conversión en Arco Atirantado Usando el Algoritmo de la Libélula

    Translated title of the contribution: Bridge strengthening by conversion to tied-arch using dragonfly algorithmLagos, F., Soto, R., Astorga, G., Rubio, J. M., Crawford, B., Lemus-Romani, J. & Salas-Fernández, A., Jun 2019, Proceedings of CISTI 2019 - 14th Iberian Conference on Information Systems and Technologies. Rocha, A., Pedrosa, I., Cota, M. P. & Goncalves, R. (eds.). IEEE Computer Society, 8760936. (Iberian Conference on Information Systems and Technologies, CISTI; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Self-configuring Intelligent Water Drops Algorithm for Software Project Scheduling Problem

    Crawford, B., Soto, R., Astorga, G., Lemus, J. & Salas-Fernández, A., 2019, Information Technology and Systems - Proceedings of ICITS 2019. Paredes, M., Ferrás, C. & Rocha, Á. (eds.). Springer Verlag, p. 274-283 10 p. (Advances in Intelligent Systems and Computing; vol. 918).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Solving the set covering problem using spotted hyena optimizer and autonomous search

    Soto, R., Crawford, B., Vega, E., Gómez, A. & Gómez-Pulido, J. A., 2019, Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Proceedings. Wotawa, F., Pill, I., Koitz-Hristov, R., Friedrich, G. & Ali, M. (eds.). Springer Verlag, p. 854-861 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11606 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Using a Social Media Inspired Optimization Algorithm to Solve the Set Covering Problem

    Crawford, B., Soto, R., Cabrera, G., Salas-Fernández, A. & Paredes, F., 2019, Social Computing and Social Media. Design, Human Behavior and Analytics - 11th International Conference, SCSM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 43-52 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11578 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2018

    A Framework to Simplify Usability Analysis of Constraint Solvers

    Crawford, B., Soto, R. & Johnson, F., 2018, Social Computing and Social Media. User Experience and Behavior - 10th International Conference, SCSM 2018, Held as Part of HCI International 2018, Proceedings. Meiselwitz, G. (ed.). Springer Verlag, p. 19-31 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10913 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A Harmony Search Algorithm to Solve the Manufacturing Cell Design Problem

    Soto, R., Crawford, B., Olivares, R. & Escárate, F., 2018, Cybernetics Approaches in Intelligent Systems - Computational Methods in Systems and Software 2017. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 20-30 11 p. (Advances in Intelligent Systems and Computing; vol. 661).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A New Thermodynamic Equilibrium-Based Metaheuristic

    Crawford, B., Soto, R., Cortés, E. & Astorga, G., 2018, Cybernetics Approaches in Intelligent Systems - Computational Methods in Systems and Software 2017. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 336-346 11 p. (Advances in Intelligent Systems and Computing; vol. 661).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • An Imperialist Competitive Algorithm to Solve the Manufacturing Cell Design Problem

    Soto, R., Crawford, B., Olivares, R., Ortega, H. & Almonacid, B., 2018, Applied Computational Intelligence and Mathematical Methods - Computational Methods in Systems and Software 2017. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 102-113 12 p. (Advances in Intelligent Systems and Computing; vol. 662).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A percentile transition ranking algorithm applied to binarization of continuous swarm intelligence metaheuristics

    García, J., Crawford, B., Soto, R. & Astorga, G., 2018, Recent Advances on Soft Computing and Data Mining - Proceedings of the 3rd International Conference on Soft Computing and Data Mining SCDM 2018. Abawajy, J. H., Ghazali, R., Deris, M. M. & Nawi, N. M. (eds.). Springer Verlag, p. 3-13 11 p. (Advances in Intelligent Systems and Computing; vol. 700).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    24 Scopus citations
  • A Percentile Transition Ranking Algorithm Applied to Knapsack Problem

    García, J., Crawford, B., Soto, R. & Astorga, G., 2018, Applied Computational Intelligence and Mathematical Methods - Computational Methods in Systems and Software 2017. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 126-138 13 p. (Advances in Intelligent Systems and Computing; vol. 662).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    23 Scopus citations
  • Constructive metaheuristics for the set covering problem

    Crawford, B., Soto, R., Astorga, G. & García, J., 2018, Bioinspired Optimization Methods and Their Applications - 8th International Conference, BIOMA 2018, Proceedings. Melab, N., Korosec, P. & Talbi, E-G. (eds.). Springer Verlag, p. 88-99 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10835 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    19 Scopus citations
  • Cuckoo search via lévy flight applied to optimal water supply system design

    Soto, R., Crawford, B., Olivares, R., Castro, C., Escárate, P. & Calderón, S., 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Ait Mohamed, O., Mouhoub, M., Sadaoui, S. & Ali, M. (eds.). Springer Verlag, p. 383-395 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Desarrollo de una Nueva Metaheurística Inspirada en el Equilibrio Termodinámico de Fases Fluidas

    Translated title of the contribution: Development of a new metaheuristic inspired in the thermodynamic fluid phases equilibriumCrawford, B., Soto, R. & Cortes, E., 27 Jun 2018, Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. Rocha, A., Cota, M. P., Lozano-Tello, A. & Goncalves, R. (eds.). IEEE Computer Society, p. 1-6 6 p. (Iberian Conference on Information Systems and Technologies, CISTI; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Evaluando el desempeño del algoritmo bat desparametrizado para resolver el problema de formación de celdas de manufactura

    Translated title of the contribution: Performance evaluation of the parameterless bat algorithm to solve the manufacturing cell design problemOlivares, R., Soto, R. & Crawford, B., 27 Jun 2018, Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. Rocha, A., Cota, M. P., Lozano-Tello, A. & Goncalves, R. (eds.). IEEE Computer Society, p. 1-6 6 p. (Iberian Conference on Information Systems and Technologies, CISTI; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • New advances in the development of a thermodynamic equilibrium-inspired metaheuristic

    Crawford, B., Soto, R. & Cortés, E., 2018, Advances in Soft Computing - 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Proceedings. Miranda-Jiménez, S., Castro, F. & González-Mendoza, M. (eds.). Springer Verlag, p. 142-153 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10632 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Novel and Classic Metaheuristics for Tunning a Recommender System for Predicting Student Performance in Online Campus

    Gómez-Pulido, J. A., Cortés-Toro, E., Durán-Domínguez, A., Crawford, B. & Soto, R., 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 125-133 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Optimal keyboard design by using particle swarm optimization

    Soto, R., Crawford, B. & Toro, J., 2018, HCI International 2018 – Posters’ Extended Abstracts - 20th International Conference, HCI International 2018, Proceedings. Stephanidis, C. (ed.). Springer Verlag, p. 281-284 4 p. (Communications in Computer and Information Science; vol. 850).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Resolución de Problema de Formación de Celdas de Manufactura Utilizando la Metaheurística Spider Monkey

    Translated title of the contribution: Resolution of the manufacturing cell formation problem using the Spider Monkey MetaheuristicSoto, R., Crawford, B., Castillo, S. & Olivares, R., 27 Jun 2018, Memorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies. Rocha, A., Cota, M. P., Lozano-Tello, A. & Goncalves, R. (eds.). IEEE Computer Society, p. 1-7 7 p. (Iberian Conference on Information Systems and Technologies, CISTI; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Resolving the manufacturing cell design problem via hunting search

    Soto, R., Crawford, B., Olivares, R. & Pacheco, N., 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Ait Mohamed, O., Mouhoub, M., Sadaoui, S. & Ali, M. (eds.). Springer Verlag, p. 414-420 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Solving the MCDP using a league championship algorithm

    Soto, R., Crawford, B., Olivares, R. & Romero Fernández, J., 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Ait Mohamed, O., Mouhoub, M., Sadaoui, S. & Ali, M. (eds.). Springer Verlag, p. 447-453 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Solving the Set Covering Problem Using Cat Swarm Optimization Algorithm with a Variable Mixture Rate and Population Restart

    Crawford, B., Soto, R. & Caballero, H., 2018, Applied Computational Intelligence and Mathematical Methods - Computational Methods in Systems and Software 2017. Silhavy, R., Silhavy, P. & Prokopova, Z. (eds.). Springer Verlag, p. 156-166 11 p. (Advances in Intelligent Systems and Computing; vol. 662).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2017

    A meta-optimization approach for covering problems in facility location

    Crawford, B., Soto, R., Monfroy, E., Astorga, G., García, J. & Cortes, E., 2017, Applied Computer Sciences in Engineering - 4th Workshop on Engineering Applications, WEA 2017, Proceedings. Figueroa-Garcia, J. C., Lopez-Santana, E. R., Ferro-Escobar, R. & Villa-Ramirez, J. L. (eds.). Springer Verlag, p. 565-578 14 p. (Communications in Computer and Information Science; vol. 742).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    28 Scopus citations
  • A multi dynamic binary black hole algorithm applied to set covering problem

    García, J., Crawford, B., Soto, R. & García, P., 2017, Harmony Search Algorithm - Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017). Del Ser, J. (ed.). Springer Verlag, p. 42-51 10 p. (Advances in Intelligent Systems and Computing; vol. 514).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    39 Scopus citations
  • Comparing three simple ways of generating neighboring solutions when solving the cell formation problem using two versions of migrating birds optimization

    Almonacid, B., Soto, R. & Crawford, B., 1 Aug 2017, Proceedings of the 2017 17th International Conference on Computational Science and Its Applications, ICCSA 2017. Taniar, D., Rocha, A. M. A. C., Misra, S., Torre, C. M., Cuzzocrea, A., Gervasi, O., Borruso, G., Apduhan, B. O., Murgante, B., Cuzzocrea, A., Misra, S. & Stankova E, E. (eds.). Institute of Electrical and Electronics Engineers Inc., 7999653. (Proceedings of the 2017 17th International Conference on Computational Science and Its Applications, ICCSA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 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., 25 Jan 2017, Proceedings of the 2016 42nd Latin American Computing Conference, CLEI 2016. Institute of Electrical and Electronics Engineers Inc., 7833370. (Proceedings of the 2016 42nd Latin American Computing Conference, CLEI 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Management of risk disasters at local level: Proposal of hyper heuristic approach

    Valenzuela, M. A., Pena-Fritz, A., Crawford, B. & Soto, R., 28 Nov 2017, Proceedings of the IEEE International Conference on Computing, Networking and Informatics, ICCNI 2017. Matthews, V. O., Adewumi, A. & Misr, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Proceedings of the IEEE International Conference on Computing, Networking and Informatics, ICCNI 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Modernización estructural de puentes en Chile Propuesta de optimización en diseño de refuerzos mediante algoritmo genético

    Translated title of the contribution: Structural modernization on Chilean bridges Proposal for optimization on strengthening design via Genetic algorithmValenzuela, M. A., Pena-Fritz, A., Crawford, B. & Soto, R., 11 Jul 2017, Atas da 12a Conferencia Iberica de Sistemas e Tecnologias de Informacao, CISTI 2017 / Proceedings of the 12th Iberian Conference on Information Systems and Technologies, CISTI 2017. Reis, L. P., Rocha, A., Alturas, B., Costa, C. & Cota, M. P. (eds.). IEEE Computer Society, 7976045. (Iberian Conference on Information Systems and Technologies, CISTI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Solving manufacturing cell design problems using the black hole algorithm

    Soto, R., Crawford, B., Fernandez, N., Reyes, V., Niklander, S. & Araya, I., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Herrera-Alcantara, O. & Sidorov, G. (eds.). Springer Verlag, p. 391-398 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10061 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Solving the manufacturing cell design problem using the artificial bee colony algorithm

    Soto, R., Crawford, B., Vásquez, L., Zulantay, R., Jaime, A., Ramírez, M. & Almonacid, B., 2017, Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Proceedings. Phon-Amnuaisuk, S., Ang, S-P. & Lee, S-Y. (eds.). Springer Verlag, p. 473-484 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10607 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
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