Works matching AU Crawford, Broderick

Results: 72

Machine Learning and Metaheuristics Approach for Individual Credit Risk Assessment: A Systematic Literature Review.

Published in:

Biomimetics (2313-7673), 2025, v. 10, n. 5, p. 326, doi. 10.3390/biomimetics10050326

By:

Paz, Álex;
Crawford, Broderick;
Monfroy, Eric;
Barrera-García, José;
Peña Fritz, Álvaro;
Soto, Ricardo;
Cisternas-Caneo, Felipe;
Yáñez, Andrés

Publication type:

Article

Application of Metaheuristics for Optimizing Predictive Models in iHealth: A Case Study on Hypotension Prediction in Dialysis Patients.

Published in:

Biomimetics (2313-7673), 2025, v. 10, n. 5, p. 314, doi. 10.3390/biomimetics10050314

By:

Cisternas-Caneo, Felipe;
Santamera-Lastras, María;
Barrera-Garcia, José;
Crawford, Broderick;
Soto, Ricardo;
Brante-Aguilera, Cristóbal;
Garcés-Jiménez, Alberto;
Rodriguez-Puyol, Diego;
Gómez-Pulido, José Manuel

Publication type:

Article

A binary monkey search algorithm variation for solving the set covering problem.

Published in:

Natural Computing, 2020, v. 19, n. 4, p. 825, doi. 10.1007/s11047-019-09752-8

By:

Crawford, Broderick;
Soto, Ricardo;
Olivares, Rodrigo;
Embry, Gabriel;
Flores, Diego;
Palma, Wenceslao;
Castro, Carlos;
Paredes, Fernando;
Rubio, José-Miguel

Publication type:

Article

Solving the non-unicost set covering problem by using cuckoo search and black hole optimization.

Published in:

Natural Computing, 2017, v. 16, n. 2, p. 213, doi. 10.1007/s11047-016-9609-7

By:

Soto, Ricardo;
Crawford, Broderick;
Olivares, Rodrigo;
Barraza, Jorge;
Figueroa, Ignacio;
Johnson, Franklin;
Paredes, Fernando;
Olguín, Eduardo

Publication type:

Article

Online control of enumeration strategies via bat algorithm and black hole optimization.

Published in:

Natural Computing, 2017, v. 16, n. 2, p. 241, doi. 10.1007/s11047-016-9576-z

By:

Soto, Ricardo;
Crawford, Broderick;
Olivares, Rodrigo;
Niklander, Stefanie;
Johnson, Franklin;
Paredes, Fernando;
Olguín, Eduardo

Publication type:

Article

A self-adaptive biogeography-based algorithm to solve the set covering problem.

Published in:

RAIRO -- Operations Research, 2019, v. 53, n. 3, p. 1033, doi. 10.1051/ro/2019039

By:

Crawford, Broderick;
Soto, Ricardo;
Olivares, Rodrigo;
Riquelme, Luis;
Astorga, Gino;
Johnson, Franklin;
Cortés, Enrique;
Castro, Carlos;
Paredes, Fernando

Publication type:

Article

B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem.

Published in:

Computers (2073-431X), 2023, v. 12, n. 12, p. 249, doi. 10.3390/computers12120249

By:

Crawford, Broderick;
Cisternas-Caneo, Felipe;
Sepúlveda, Katherine;
Soto, Ricardo;
Paz, Álex;
Peña, Alvaro;
León de la Barra, Claudio;
Rodriguez-Tello, Eduardo;
Astorga, Gino;
Castro, Carlos;
Johnson, Franklin;
Giachetti, Giovanni

Publication type:

Article

A Meta-Optimization Approach to Solve the Set Covering Problem.

Published in:

Ingeniería (0121-750X), 2018, v. 23, n. 3, p. 274, doi. 10.14483/23448393.13247

By:

Crawford, Broderick;
Soto, Ricardo;
Monfroy, Eric;
Astorga, Gino;
García, José;
Cortes, Enrique

Publication type:

Article

A Learning—Based Particle Swarm Optimizer for Solving Mathematical Combinatorial Problems.

Published in:

Axioms (2075-1680), 2023, v. 12, n. 7, p. 643, doi. 10.3390/axioms12070643

By:

Olivares, Rodrigo;
Soto, Ricardo;
Crawford, Broderick;
Ríos, Víctor;
Olivares, Pablo;
Ravelo, Camilo;
Medina, Sebastian;
Nauduan, Diego

Publication type:

Article

Binary Fruit Fly Swarm Algorithms for the Set Covering Problem.

Published in:

Computers, Materials & Continua, 2022, v. 71, n. 3, p. 4295, doi. 10.32604/cmc.2022.023068

By:

Crawford, Broderick;
Soto, Ricardo;
de la Fuente Mella, Hanns;
Elortegui, Claudio;
Palma, Wenceslao;
Torres-Rojas, Claudio;
Vasconcellos-Gaete, Claudia;
Becerra, Marcelo;
Peña, Javier;
Misra, Sanjay

Publication type:

Article

Community Organizations, Local Health Equity Action Teams, and a Learning Collaborative to Address COVID-19 Disparities in Urban and Rural Communities.

Published in:

American Journal of Public Health, 2024, v. 114, n. 11, p. 1202, doi. 10.2105/AJPH.2024.307771

By:

Ellerbeck, Edward F.;
Collie-Akers, Vicki L.;
Ablah, Elizabeth;
Landry, Sarah;
Honn, Allison;
Obermeier, Sara;
Ramirez, Mariana;
Chen, Yvonnes;
Knight, Ian R.;
Lumpkins, Crystal Y.;
Ricketts, Mary;
Carter, Tony;
Wright, Ullyses;
Watson, Christal;
Kurz, Daniel L.;
McCrea-Robertson, Stacy;
Finocchario-Kessler, Sarah;
LeMaster, Joseph;
Corriveau, Erin;
Crawford, Broderick

Publication type:

Article

Lessons Learned From Community Workers Beat the Virus, a Multimedia Campaign Cocreated With Trusted Community Leaders.

Published in:

American Journal of Public Health, 2022, v. 112, p. S909, doi. 10.2105/ajph.2022.307071

By:

Chen, Yvonnes;
Ramírez, Mariana;
Lumpkins, Crystal Y.;
Crawford, Broderick;
Allen Greiner, K.;
Ellerbeck, Edward

Publication type:

Article

Understanding Barriers to COVID-19 Testing Among Rural and Urban Populations in Kansas.

Published in:

American Journal of Public Health, 2022, v. 112, p. S874, doi. 10.2105/ajph.2022.306978

By:

Collie-Akers, Vicki L.;
Ablah, Elizabeth;
Landry, Sarah;
Honn, Allison;
Mussulman, Laura;
Ricketts, Mary;
Carter, Tony;
Wright, Ullyses;
Watson, Christal;
Liu, Bing;
Crawford, Broderick;
Greiner, K. Allen;
Ellerbeck, Edward F.

Publication type:

Article

Fine-grained parallelization of fitness functions in bioinformatics optimization problems: gene selection for cancer classification and biclustering of gene expression data.

Published in:

BMC Bioinformatics, 2016, v. 17, p. 1, doi. 10.1186/s12859-016-1200-9

By:

Gomez-Pulido, Juan A.;
Cerrada-Barrios, Jose L.;
Trinidad-Amado, Sebastian;
Lanza-Gutierrez, Jose M.;
Fernandez-Diaz, Ramon A.;
Crawford, Broderick;
Soto, Ricardo

Publication type:

Article

A Binary Chaotic White Shark Optimizer.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 20, p. 3171, doi. 10.3390/math12203171

By:

Lepe-Silva, Fernando;
Crawford, Broderick;
Cisternas-Caneo, Felipe;
Barrera-Garcia, José;
Soto, Ricardo

Publication type:

Article

Escaping Stagnation through Improved Orca Predator Algorithm with Deep Reinforcement Learning for Feature Selection.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 8, p. 1249, doi. 10.3390/math12081249

By:

Olivares, Rodrigo;
Ravelo, Camilo;
Soto, Ricardo;
Crawford, Broderick

Publication type:

Article

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 2, p. 262, doi. 10.3390/math12020262

By:

Cisternas-Caneo, Felipe;
Crawford, Broderick;
Soto, Ricardo;
Giachetti, Giovanni;
Paz, Álex;
Peña Fritz, Alvaro

Publication type:

Article

A Binary Black Widow Optimization Algorithm for Addressing the Cell Formation Problem Involving Alternative Routes and Machine Reliability.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 16, p. 3475, doi. 10.3390/math11163475

By:

Figueroa-Torrez, Paulo;
Durán, Orlando;
Crawford, Broderick;
Cisternas-Caneo, Felipe

Publication type:

Article

Exploring Initialization Strategies for Metaheuristic Optimization: Case Study of the Set-Union Knapsack Problem.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 12, p. 2695, doi. 10.3390/math11122695

By:

García, José;
Leiva-Araos, Andres;
Crawford, Broderick;
Soto, Ricardo;
Pinto, Hernan

Publication type:

Article

Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 1, p. 129, doi. 10.3390/math11010129

By:

Becerra-Rozas, Marcelo;
Lemus-Romani, José;
Cisternas-Caneo, Felipe;
Crawford, Broderick;
Soto, Ricardo;
Astorga, Gino;
Castro, Carlos;
García, José

Publication type:

Article

Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 24, p. 4776, doi. 10.3390/math10244776

By:

Becerra-Rozas, Marcelo;
Lemus-Romani, José;
Cisternas-Caneo, Felipe;
Crawford, Broderick;
Soto, Ricardo;
García, José

Publication type:

Article

Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 23, p. 4529, doi. 10.3390/math10234529

By:

Becerra-Rozas, Marcelo;
Cisternas-Caneo, Felipe;
Crawford, Broderick;
Soto, Ricardo;
García, José;
Astorga, Gino;
Palma, Wenceslao

Publication type:

Article

Binarization Technique Comparisons of Swarm Intelligence Algorithm: An Application to the Multi-Demand Multidimensional Knapsack Problem.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 17, p. 3183, doi. 10.3390/math10173183

By:

García, José;
Moraga, Paola;
Crawford, Broderick;
Soto, Ricardo;
Pinto, Hernan

Publication type:

Article

Combining a Population-Based Approach with Multiple Linear Models for Continuous and Discrete Optimization Problems.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 16, p. 2920, doi. 10.3390/math10162920

By:

Vega, Emanuel;
Soto, Ricardo;
Contreras, Pablo;
Crawford, Broderick;
Peña, Javier;
Castro, Carlos

Publication type:

Article

Stochastic Fractal Search Algorithm Improved with Opposition-Based Learning for Solving the Substitution Box Design Problem.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 13, p. 2172, doi. 10.3390/math10132172

By:

Gonzalez, Francisco;
Soto, Ricardo;
Crawford, Broderick

Publication type:

Article

Applying Parallel and Distributed Models on Bio-Inspired Algorithms via a Clustering Method.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 2, p. 274, doi. 10.3390/math10020274

By:

Gómez-Rubio, Álvaro;
Soto, Ricardo;
Crawford, Broderick;
Jaramillo, Adrián;
Mancilla, David;
Castro, Carlos;
Olivares, Rodrigo

Publication type:

Article

A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 22, p. 2887, doi. 10.3390/math9222887

By:

Lemus-Romani, José;
Becerra-Rozas, Marcelo;
Crawford, Broderick;
Soto, Ricardo;
Cisternas-Caneo, Felipe;
Vega, Emanuel;
Castillo, Mauricio;
Tapia, Diego;
Astorga, Gino;
Palma, Wenceslao;
Castro, Carlos;
García, José

Publication type:

Article

A Binary Machine Learning Cuckoo Search Algorithm Improved by a Local Search Operator for the Set-Union Knapsack Problem.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 20, p. 2611, doi. 10.3390/math9202611

By:

García, José;
Lemus-Romani, José;
Altimiras, Francisco;
Crawford, Broderick;
Soto, Ricardo;
Becerra-Rozas, Marcelo;
Moraga, Paola;
Becerra, Alex Paz;
Fritz, Alvaro Peña;
Rubio, Jose-Miguel;
Astorga, Gino

Publication type:

Article

A Learning-Based Hybrid Framework for Dynamic Balancing of Exploration-Exploitation: Combining Regression Analysis and Metaheuristics.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 16, p. 1976, doi. 10.3390/math9161976

By:

Vega, Emanuel;
Soto, Ricardo;
Crawford, Broderick;
Peña, Javier;
Castro, Carlos

Publication type:

Article

A Self-Adaptive Cuckoo Search Algorithm Using a Machine Learning Technique.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 16, p. 1840, doi. 10.3390/math9161840

By:

Caselli, Nicolás;
Soto, Ricardo;
Crawford, Broderick;
Valdivia, Sergio;
Olivares, Rodrigo

Publication type:

Article

Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 16, p. 1839, doi. 10.3390/math9161839

By:

Crawford, Broderick;
Soto, Ricardo;
Lemus-Romani, José;
Becerra-Rozas, Marcelo;
Lanza-Gutiérrez, José M.;
Caballé, Nuria;
Castillo, Mauricio;
Tapia, Diego;
Cisternas-Caneo, Felipe;
García, José;
Astorga, Gino;
Castro, Carlos;
Rubio, José-Miguel

Publication type:

Article

A Knowledge-Based Hybrid Approach on Particle Swarm Optimization Using Hidden Markov Models.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 12, p. 1417, doi. 10.3390/math9121417

By:

Castillo, Mauricio;
Soto, Ricardo;
Crawford, Broderick;
Castro, Carlos;
Olivares, Rodrigo

Publication type:

Article

A Reactive Population Approach on the Dolphin Echolocation Algorithm for Solving Cell Manufacturing Systems.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 9, p. 1389, doi. 10.3390/math8091389

By:

Soto, Ricardo;
Crawford, Broderick;
Olivares, Rodrigo;
Carrasco, César;
Rodriguez-Tello, Eduardo;
Castro, Carlos;
Paredes, Fernando;
de la Fuente-Mella, Hanns

Publication type:

Article

Clustering-Based Binarization Methods Applied to the Crow Search Algorithm for 0/1 Combinatorial Problems.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 7, p. 1070, doi. 10.3390/math8071070

By:

Valdivia, Sergio;
Soto, Ricardo;
Crawford, Broderick;
Caselli, Nicolás;
Paredes, Fernando;
Castro, Carlos;
Olivares, Rodrigo

Publication type:

Article

Set constraint model and automated encoding into SAT: application to the social golfer problem.

Published in:

Annals of Operations Research, 2015, v. 235, n. 1, p. 423, doi. 10.1007/s10479-015-1914-5

By:

Lardeux, Frédéric;
Monfroy, Eric;
Crawford, Broderick;
Soto, Ricardo

Publication type:

Article

A 2-level Metaheuristic for the Set Covering Problem.

Published in:

International Journal of Computers, Communications & Control, 2012, v. 7, n. 2, p. 377

By:

Valenzuela, Claudio;
Crawford, Broderick;
Soto, Ricardo;
Monfroy, Eric;
Paredes, Fernando

Publication type:

Article

Solving the manufacturing cell design problem using the modified binary firefly algorithm and the egyptian vulture optimisation algorithm.

Published in:

IET Software (Wiley-Blackwell), 2017, v. 11, n. 3, p. 105, doi. 10.1049/iet-sen.2016.0196

By:

Almonacid, Boris;
Aspée, Fabián;
Soto, Ricardo;
Crawford, Broderick;
Lama, Jacqueline

Publication type:

Article

A Db-Scan Binarization Algorithm Applied to Matrix Covering Problems.

Published in:

Computational Intelligence & Neuroscience, 2019, p. 1, doi. 10.1155/2019/3238574

By:

García, José;
Moraga, Paola;
Valenzuela, Matias;
Crawford, Broderick;
Soto, Ricardo;
Pinto, Hernan;
Peña, Alvaro;
Altimiras, Francisco;
Astorga, Gino

Publication type:

Article

Solving the Manufacturing Cell Design Problem through Binary Cat Swarm Optimization with Dynamic Mixture Ratios.

Published in:

Computational Intelligence & Neuroscience, 2019, p. 1, doi. 10.1155/2019/4787856

By:

Soto, Ricardo;
Crawford, Broderick;
Aste Toledo, Angelo;
Fuente-Mella, Hanns de la;
Castro, Carlos;
Paredes, Fernando;
Olivares, Rodrigo

Publication type:

Article

Toward a Robust Multi-Objective Metaheuristic for Solving the Relay Node Placement Problem in Wireless Sensor Networks.

Published in:

Sensors (14248220), 2019, v. 19, n. 3, p. 677, doi. 10.3390/s19030677

By:

Lanza-Gutiérrez, José M.;
Caballé, Nuria;
Gómez-Pulido, Juan A.;
Crawford, Broderick;
Soto, Ricardo

Publication type:

Article

Enhancing the Efficiency of a Cybersecurity Operations Center Using Biomimetic Algorithms Empowered by Deep Q-Learning.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 6, p. 307, doi. 10.3390/biomimetics9060307

By:

Olivares, Rodrigo;
Salinas, Omar;
Ravelo, Camilo;
Soto, Ricardo;
Crawford, Broderick

Publication type:

Article

A Novel Approach to Combinatorial Problems: Binary Growth Optimizer Algorithm.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 5, p. 283, doi. 10.3390/biomimetics9050283

By:

Leiva, Dante;
Ramos-Tapia, Benjamín;
Crawford, Broderick;
Soto, Ricardo;
Cisternas-Caneo, Felipe

Publication type:

Article

Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 2, p. 89, doi. 10.3390/biomimetics9020089

By:

Becerra-Rozas, Marcelo;
Crawford, Broderick;
Soto, Ricardo;
Talbi, El-Ghazali;
Gómez-Pulido, Jose M.

Publication type:

Article

Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 2, p. 82, doi. 10.3390/biomimetics9020082

By:

Vega, Emanuel;
Lemus-Romani, José;
Soto, Ricardo;
Crawford, Broderick;
Löffler, Christoffer;
Peña, Javier;
Talbi, El-Gazhali

Publication type:

Article

Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 1, p. 9, doi. 10.3390/biomimetics9010009

By:

Barrera-García, José;
Cisternas-Caneo, Felipe;
Crawford, Broderick;
Gómez Sánchez, Mariam;
Soto, Ricardo

Publication type:

Article

Dynamic Population on Bio-Inspired Algorithms Using Machine Learning for Global Optimization.

Published in:

Biomimetics (2313-7673), 2024, v. 9, n. 1, p. 7, doi. 10.3390/biomimetics9010007

By:

Caselli, Nicolás;
Soto, Ricardo;
Crawford, Broderick;
Valdivia, Sergio;
Chicata, Elizabeth;
Olivares, Rodrigo

Publication type:

Article

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Published in:

Biomimetics (2313-7673), 2023, v. 8, n. 5, p. 400, doi. 10.3390/biomimetics8050400

By:

Lemus-Romani, José;
Crawford, Broderick;
Cisternas-Caneo, Felipe;
Soto, Ricardo;
Becerra-Rozas, Marcelo

Publication type:

Article

Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 20, p. 7114, doi. 10.3390/app10207114

By:

de la Fuente-Mella, Hanns;
Guzmán Gutiérrez, Claudia;
Crawford, Kathleen;
Foschino, Giancarla;
Crawford, Broderick;
Soto, Ricardo;
León de la Barra, Claudio;
Cisternas Caneo, Felipe;
Monfroy, Eric;
Becerra-Rozas, Marcelo;
Elórtegui-Gómez, Claudio

Publication type:

Article

An Optimized Brain-Based Algorithm for Classifying Parkinson's Disease.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 5, p. 1827, doi. 10.3390/app10051827

By:

Olivares, Rodrigo;
Munoz, Roberto;
Soto, Ricardo;
Crawford, Broderick;
Cárdenas, Diego;
Ponce, Aarón;
Taramasco, Carla

Publication type:

Article

Solving the Manufacturing Cell Design Problem through an Autonomous Water Cycle Algorithm.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 22, p. 4736, doi. 10.3390/app9224736

By:

Soto, Ricardo;
Crawford, Broderick;
Lanza-Gutierrez, Jose M.;
Olivares, Rodrigo;
Camacho, Pablo;
Astorga, Gino;
de la Fuente-Mella, Hanns;
Paredes, Fernando;
Castro, Carlos

Publication type:

Article