Publications

2025

JCR‑indexed journals

  1. G. C. Duque-Gimenez, D. F. Zambrano-Gutierrez, M. Rodriguez-Nieto, J. L. Menchaca, J. M. Cruz-Duarte, D. G. Zárate-Triviño, J. G. Avina-Cervantes, J. C. Ortiz-Bayliss. "Viscoelastic Characterization of the Human Osteosarcoma Cancer Cell Line MG-63 Using a Fractional-Order Zener Model Through Automated Algorithm Design and Configuration," Nature Scientific Reports. Accepted.
  2. A. Vela, G. H. Valencia‑Rivera, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Hyper‑heuristics and Scheduling Problems: Strategies, Application Areas, and Performance Metrics," IEEE Access. [DOI]
  3. M. T. Benavides‑Robles, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Algorithm Selection for Allocating Pods within Robotic Mobile Fulfillment Systems: A Hyper‑Heuristic Approach," IEEE Access. [DOI]

Conferences

  1. J. M. Cruz‑Duarte, E‑G. Talbi. "NeurOptimiser: A General Framework for Neuromorphic Optimisation," International Workshop on Big Optimization (WBO), Catania, Italy. To appear.
  2. A. Vela Morales, J. C. Ortiz‑Bayliss, J. M. Cruz‑Duarte, I. Amaya. "Tailoring Bounded Instances for the Job Shop Scheduling Problem Through Unified Particle Swarm Optimization," MCPR, Guanajuato, Mexico. [DOI]
  3. D. F. Zambrano‑Gutierrez, J. Ramos‑Frutos, O. Ramos‑Soto, J. G. Avina‑Cervantes, D. Oliva, J. M. Cruz‑Duarte. "Automated Tailoring of Heuristic‑Based Renyi’s Entropy Maximizers for Efficient Melanoma Segmentation," 2025 IEEE SSCI, Trondheim, Norway. [DOI]

Other fora

  1. J. M. Cruz‑Duarte, E‑G. Talbi. "NeurOptimisation: The Spiking Way to Evolve," arXiv. Preprint submitted to a JCR‑indexed journal. [DOI]
  2. K. Filus, J. M. Cruz‑Duarte. "Semantically Guided Adversarial Testing of Vision Models Using Language Models," arXiv. Preprint submitted to a JCR‑indexed journal. [DOI]
  3. L. Martínez‑Jiménez, J. M. Cruz‑Duarte, J. J. Rosales‑García, M. Cano‑Lara. "Fractional Models of the Catenary Curve," Advances in Fractional Calculus (Chapter). [URL]
  4. K. Ospino‑Manjarres, D. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, D. Jauregui‑Vazquez, C. E. Osornio‑Martinez, J. G. Avina‑Cervantes, K. Escalante‑Sanchez, R. Rojas‑Laguna. "Study of Machine Learning Techniques for Robotic Finger Monitoring Using Image‑based Macro‑bending Fiber Optic Sensor," Óptica Pura y Aplicada. [DOI]

2024

JCR‑indexed journals

  1. D. F. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, H. Castañeda, J. G. Avina‑Cervantes. "Optimization of Adaptive Sliding Mode Controllers Using Customized Metaheuristics in DC‑DC Buck‑Boost Converters," Mathematics. [DOI]
  2. G. Gonzalez‑Sahagun, S. E. Conant‑Pablos, J. C. Ortiz‑Bayliss, J. M. Cruz‑Duarte. "A Generalist Reinforcement Learning Agent for Compressing Multiple Convolutional Networks using Singular Value Decomposition," IEEE Access. [DOI]
  3. F. Garza‑Santisteban, J. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, S. E. Conant‑Pablos, H. Terashima‑Marin. "Selection Hyper‑Heuristics and Job Shop Scheduling Problems: How Does Instance Size Influence Performance?," Journal of Scheduling. [DOI]
  4. G. H. Valencia‑Rivera, I. Amaya, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, G. Tapia‑Tinoco, J. G. Avina‑Cervantes. "Optimal Hybrid Resonant Current Controller for Microgrids connected to an Unbalanced IEEE Test Distribution Network," Heliyon. [DOI]
  5. J. M. Tapia‑Avitia, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, H. Terashima‑Marín, N. Pillay. "Analysing Hyper‑Heuristics based on Neural Networks for the Automatic Design of Population‑based Metaheuristics in Continuous Optimisation Problems," Swarm and Evolutionary Computation. [DOI]
  6. D. F. Zambrano‑Gutierrez, G. H. Valencia‑Rivera, J. G. Avina‑Cervantes, I. Amaya, J. M. Cruz‑Duarte. "Designing Heuristic‑Based Tuners for Fractional‑Order PID Controllers in Automatic Voltage Regulator Systems Using a Hyper‑heuristic Approach," Fractal and Fractional. [DOI]
  7. G. Gonzalez‑Sahagun, S. E. Conant‑Pablos, J. C. Ortiz‑Bayliss, J. M. Cruz‑Duarte. "A Generalist Reinforcement Learning Agent for Compressing Convolutional Neural Networks," IEEE Access. [DOI]
  8. G. H. Valencia‑Rivera, M. T. Benavides‑Robles, A. Vela Morales, I. Amaya, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, J. G. Avina‑Cervantes. "A systematic review of metaheuristic algorithms in electric power systems optimization," Applied Soft Computing 150, 111047. [DOI]
  9. M. T. Benavides‑Robles, G. H. Valencia‑Rivera, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss. "Robotic Mobile Fulfillment System: a Systematic Review," IEEE Access. [DOI]

Conferences

  1. D. F. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya, J. G. Avina‑Cervantes. "Beyond Traditional Tuning: Unveiling Metaheuristic Operator Trends in PID Control Tuning for Automatic Voltage Regulation," 2024 IEEE CEC, Yokohama, Japan. [DOI]
  2. G. Pérez‑Espinosa, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, H. Terashima‑Marín, N. Pillay. "Tailoring Metaheuristics for Designing Thermodynamic‑Optimal Cooling Devices for Microelectronic Thermal Management Applications," 2024 IEEE CEC, Yokohama, Japan. [DOI]
  3. D. Acosta‑Ugalde, J. M. Cruz‑Duarte, S. E. Conant‑Pablos, J. G. Falcón‑Cardona. "Beyond 'Novel' Metaphor‑based Metaheuristics: An Interactive Algorithm Design Software," 2024 IEEE CEC, Yokohama, Japan. [DOI]
  4. G. J. Machado‑Guillén, J. M. Cruz‑Duarte, S. E. Conant‑Pablos, K. Filus. "Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey," 2024 IEEE CEC, Yokohama, Japan. [DOI]
  5. E. Bernal‑Zubieta, J. G. Falcón‑Cardona, J. M. Cruz‑Duarte. "DeepEMO: A Multi‑Indicator Convolutional Neural Network‑based Evolutionary Multi‑Objective Algorithm," EvoStar 2024, Aberystwyth, Wales, UK. [DOI]

2023

JCR‑indexed journals

  1. D. F. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, J. C. Ortiz‑Bayliss, J. J. Yanez‑Borjas, I. Amaya. "Automatic Design of Metaheuristics for Practical Engineering Applications," IEEE Access. [DOI]
  2. D. Rodríguez, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "A Sequence‑Based Hyper‑Heuristic for Traveling Thieves," Applied Sciences. [DOI]
  3. C. A. Pozo‑Luyo, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss. "Forecasting PM2.5 concentration levels using shallow machine learning models on the Monterrey Metropolitan Area in Mexico," Atmospheric Pollution Research. [DOI]

Conferences

  1. D. F. Zambrano‑Gutierrez, A. C. Molina‑Porras, J. G. Avina‑Cervantes, R. Correa, J. M. Cruz‑Duarte. "Designing Heuristic‑Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper‑Heuristic Approach," 2023 IEEE SSCI, Mexico City, Mexico. [DOI]
  2. D. F. Zambrano‑Gutierrez, A. C. Molina‑Porras, E. Ovalle‑Magallanes, I. Amaya, J. C. Ortiz‑Bayliss, J. G. Avina‑Cervantes, J. M. Cruz‑Duarte. "SIGNRL: A Population‑Based Reinforcement Learning Method for Continuous Control," 2023 IEEE SSCI, Mexico City, Mexico. [DOI]
  3. M. T. Benavides‑Robles, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "On the Feasibility of Using a High‑Level Solver within Robotic Mobile Fulfillment Systems," 2023 IEEE SSCI, Mexico City, Mexico. [DOI]
  4. M. T. Benavides‑Robles, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss. "On the Feasibility of using Neural Networks as High‑level solvers for the Pod Allocation Problem within Robotic Mobile Fulfillment Systems," ISCMI 2023. [DOI]
  5. R. Correa, I. Amaya, J. M. Cruz‑Duarte. "Microwave Heating of a Three Phases Spherical System with their Thermal Properties and Microwave Volumetric Flow as a Function of Temperature, Position, and Time," Proceedings of IHTC‑17, Cape Town, South Africa. [DOI]
  6. D. F. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, H. Castañeda. "Automatic Hyper‑Heuristic to Generate Heuristic‑based Adaptive Sliding Mode Controller Tuners for Buck‑Boost Converters," GECCO 2023, Lisbon, Portugal. Nominated to Best Paper Award. [DOI]
  7. A. Vela, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Recursive Hyper‑heuristics for the Job Shop Scheduling Problem," 2023 IEEE CEC, Chicago, USA. [DOI]
  8. G. H. Valencia‑Rivera, J. C. Ortiz‑Bayliss, J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, I. Amaya. "Hyper‑heuristics meet Controller Design: Improving Electrical Grid Performance through Microgrids," 2023 IEEE CEC, Chicago, USA. [DOI]

Other fora

  1. J. M. Cruz‑Duarte, P. Toledo‑Hernández. "Fractional Calculus in Mexico: The 5th Mexican Workshop on Fractional Calculus (MWFC)," Comput. Sci. Math. Forum 2022. [DOI]

2022

JCR‑indexed journals

  1. J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, R. Correa. "An Efficient Computational Method for Anisotropic Thermal Conductivity Estimation," Journal of Thermal Analysis and Calorimetry. [DOI]
  2. A. K. Gárate‑Escamilla, I. Amaya, J. M. Cruz‑Duarte, H. Terashima‑Marín, J. C. Ortiz‑Bayliss. "Identifying Hyper‑Heuristic Trends through a Text Mining Approach on the Current Literature," Applied Sciences. [DOI]
  3. A. Vela, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Beyond Hyper‑Heuristics: A Squared Hyper‑Heuristic Model for Solving Job Shop Scheduling Problems," IEEE Access. [DOI]
  4. J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "MatHH: A Matlab‑based Hyper‑Heuristic framework," SoftwareX. [DOI]

Conferences

  1. D. F. Zambrano‑Gutierrez, J. M. Cruz‑Duarte, G. H. Valencia‑Rivera, I. Amaya, J. G. Avina‑Cervantes. "Dynamic Analysis for the Physically Correct Model of a Fractional‑Order Buck‑Boost Converter," Comput. Sci. Math. Forum 2022. [DOI]
  2. J. M. Tapia‑Avitia, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, H. Terashima‑Marin, N. Pillay. "A Primary Study on Hyper‑Heuristics Powered by Artificial Neural Networks for Customising Population‑based Metaheuristics in Continuous Optimisation Problems," 2022 IEEE CEC, Padua, Italy. [DOI]
  3. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, N. Pillay. "A Transfer Learning Hyper‑heuristic Approach for Automatic Tailoring of Unfolded Population‑based Metaheuristics," 2022 IEEE CEC, Padua, Italy. [DOI]

2021

JCR‑indexed journals

  1. T. Mwata‑Velu, J. G. Avina‑Cervantes, J. M. Cruz‑Duarte, H. Rostro‑Gonzalez, J. Ruiz‑Pinales. "Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture," Mathematics. [DOI]
  2. X. Sánchez‑Díaz, J. C. Ortiz‑Bayliss, I. Amaya, J. M. Cruz‑Duarte, S. E. Conant‑Pablos, H. Terashima‑Marín. "A Feature‑Independent Hyper‑Heuristic Approach for Solving the Knapsack Problem," Applied Sciences. [DOI]
  3. G. H. Valencia‑Rivera, I. Amaya, J. M. Cruz‑Duarte, J. C. Ortíz‑Bayliss, J. G. Avina‑Cervantes. "Hybrid Controller Based on LQR Applied to Interleaved Boost Converter and Microgrids under Power Quality Events," Energies. [DOI]
  4. M. Sanchez, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Sequence‑based Selection Hyper‑heuristic Model via MAP‑Elites," IEEE Access. [DOI]
  5. J. Munoz‑Minjares, O. Vite‑Chavez, J. Flores‑Troncoso, J. M. Cruz‑Duarte. "Alternative thresholding technique for image segmentation based on cuckoo search and generalized gaussians," Mathematics. [DOI]
  6. J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, A. Garcia‑Perez, J. A. Andrade‑Lucio, R. Correa, A. M. Morega. "Novel Calorimetric Approach for Thermal Analysis of Microelectronic Devices," IEEE Transactions on Components, Packaging and Manufacturing Technology. [DOI]
  7. J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya, S. E. Conant‑Pablos, H. Terashima‑Marín, Y. Shi. "Hyper‑Heuristics to Customise Metaheuristics for Continuous Optimisation," Swarm and Evolutionary Computation. [DOI]
  8. J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya, N. Pillay. "Global Optimisation through Hyper‑Heuristics: Unfolding Population‑Based Metaheuristics," Applied Sciences. [DOI]
  9. D. Matajira‑Rueda, J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, M. A. Ibarra‑Manzano, R. Correa. "Optimization‑based strategies for optimal inverse parameters estimation for heat transfer systems," IEEE Access. [DOI]
  10. A. Vela, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya. "Tailoring Job Shop Scheduling Problem Instances through Unified Particle Swarm Optimization," IEEE Access. [DOI]
  11. L. Martínez Jiménez, J. M. Cruz‑Duarte, J. E. Escalante‑Martínez, J. J. Rosales‑García. "Analytical and experimental study for mechanical vibrations of a two‑coupled spring masses system via Caputo‑based derivatives," Mathematical Methods in the Applied Sciences. [DOI]
  12. J. C. Ortiz‑Bayliss, I. Amaya, J. M. Cruz‑Duarte, S. E. Conant‑Pablos, H. Terashima‑Marín, A. E. Gutierrez‑Rodriguez. "A General Framework Based on Machine Learning for Algorithm Selection in Constraint Satisfaction Problems," Applied Sciences. [URL]
  13. T. Mwata‑Velu, J. Ruiz‑Pinales, H. Rostro‑Gonzalez, M. A. Ibarra‑Manzano, J. M. Cruz‑Duarte, J. G. Avina‑Cervantes. "Motor Imagery Classification Based on a Recurrent‑Convolutional Architecture to Control a Hexapod Robot," Mathematics. [URL]
  14. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortíz‑Bayliss, R. Correa. "Solving microelectronic thermal management problems using a generalized spiral optimization algorithm," Applied Intelligence. [DOI]
  15. M. Roa, J. M. Cruz‑Duarte, R. Correa. "Study of an asphaltene electrodeposition strategy for Colombian extra‑heavy crude oils boosted by the simultaneous effects of an external magnetic field and ferromagnetic composites," Fuel. [DOI]

Conferences

  1. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, N. Pillay. "Naïve Hyper‑heuristic Online Learning to Generate Unfolded Population‑based Metaheuristics to Solve Continuous Optimization Problems," 2021 IEEE SSCI, Orlando, USA. [DOI]
  2. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, N. Pillay. "Automated Design of Unfolded Metaheuristics and the Effect of Population Size," 2021 IEEE CEC, Kraków, Poland. [DOI]

2020

JCR‑indexed journals

  1. J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, I. Amaya, Y. Shi, H. Terashima‑Marín, N. Pillay. "Towards a Generalised Metaheuristic Model for Continuous Optimisation Problems," Mathematics. [DOI]
  2. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, H. Terashima‑Marín, Y. Shi. "CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper‑heuristic Search," SoftwareX. [URL]
  3. J. M. Cruz‑Duarte, M. Guía‑Calderón, J. J. Rosales‑García, R. Correa. "Determination of a physically correct fractional‑order model for electrolytic computer‑grade capacitors," Mathematical Methods in the Applied Sciences. [DOI]
  4. M. Sanchez, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss, H. Ceballos, H. Terashima‑Marin, I. Amaya. "A Systematic Review of Hyper‑Heuristics on Combinatorial Optimization Problems," IEEE Access. [DOI]
  5. M. D. J. Estudillo‑Ayala, H. Aguirre‑Ramos, J. G. Avina‑Cervantes, J. M. Cruz‑Duarte, I. Cruz‑Aceves, J. Ruiz‑Pinales. "Algorithmic Analysis of Vesselness and Blobness for Detecting Retinopathies Based on Fractional Gaussian Filters," Mathematics. [DOI]
  6. J. M. Cruz‑Duarte, I. Amaya, R. Correa. "Analysis of the Effect of the Orthotropic Thermal Conductivity Tensor During Microwave‑Based Heat Treatment of a Core‑Shell Spherical System," International Journal of Thermophysics. [DOI]
  7. J. M. Cruz‑Duarte, J. J. Rosales‑García, C. R. Correa‑Cely. "Entropy Generation in a Mass‑Spring‑Damper System Using a Conformable Model," Symmetry. [DOI]

Conferences

  1. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, S. E. Conant‑Pablos, H. Terashima‑Marin. "A Primary Study on Hyper‑Heuristics to Customise Metaheuristics for Continuous optimisation," 2020 IEEE CEC, Glasgow, UK. [DOI]
  2. F. Garza‑Santisteban, I. Amaya, J. Cruz‑Duarte, J. C. Ortiz‑Bayliss, E. Özcan, H. Terashima‑Marin. "Exploring Problem State Transformations to Enhance Hyper‑heuristics for the Job‑Shop Scheduling Problem," 2020 IEEE CEC, Glasgow, UK. [DOI]
  3. X. F. C. Sanchez‑Diaz, J. C. Ortiz‑Bayliss, I. Amaya, J. M. Cruz‑Duarte, S. E. Conant‑Pablos, H. Terashima‑Marin. "A Preliminary Study on Feature‑independent Hyper‑heuristics for the 0/1 Knapsack Problem," 2020 IEEE CEC, Glasgow, UK. [DOI]
  4. A. Silva‑Gálvez, E. Lara‑Cárdenas, I. Amaya, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss. "A Preliminary Study on Score‑Based Hyper‑heuristics for Solving the Bin Packing Problem," MCPR 2020, Morelia, Mexico. [DOI]
  5. E. Lara‑Cárdenas, A. Silva‑Gálvez, J. C. Ortiz‑Bayliss, I. Amaya, J. M. Cruz‑Duarte, H. Terashima‑Marín. "Exploring Reward‑based Hyper‑heuristics for the Job‑shop Scheduling Problem," 2020 IEEE SSCI, Canberra, Australia. [DOI]
  6. A. Silva‑Galvez, J. Orozco‑Sanchez, E. Lara‑Cardenas, J. C. Ortiz‑Bayliss, I. Amaya, J. M. Cruz‑Duarte, H. Terashima‑Marin. "Discovering Action Regions for Solving the Bin Packing Problem through Hyper‑heuristics," 2020 IEEE SSCI, Canberra, Australia. [DOI]
  7. E. Lara‑Cárdenas, X. Sánchez‑Díaz, I. Amaya, J. M. Cruz‑Duarte, J. C. Ortiz‑Bayliss. "A Genetic Programming Framework for Heuristic Generation for the Job‑Shop Scheduling Problem," MICAI 2020, Mexico City, Mexico. [DOI]

Other fora

  1. J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss. "Una mirada a las hiper‑heurísticas," Transferencia Tec. [URL]
  2. M. Muñoz‑Neira, J. M. Cruz‑Duarte, R. Correa. "Calentamiento simultáneo microondas‑radiación térmica Simultaneous heating microwaves‑thermal radiation," Rev. UIS Ing. 19(2), 33–41. [DOI]
  3. J. D. Bastidas‑Rodriguez, J. M. Cruz‑Duarte, C. R. Correa‑Cely. "Solution of Series‑Parallel Photovoltaic Arrays Model Using Global Optimization Algorithms," Scientia et Technica 25(01), 14–22. [URL]

2019

JCR‑indexed journals

  1. H. Aguirre‑Ramos, J. G. Avina‑Cervantes, E. Ilunga‑Mbuyamba, J. M. Cruz‑Duarte, I. Cruz‑Aceves, E. Gallegos‑Arellano. "Conic sections fitting in disperse data using Differential Evolution," Applied Soft Computing. [DOI]
  2. J. D. Bastidas‑Rodríguez, J. M. Cruz‑Duarte, R. Correa. "Mismatched Series–Parallel Photovoltaic Generator Modeling: An Implicit Current–Voltage Approach," IEEE Journal of Photovoltaics. [DOI]
  3. A. Ortega, J. J. Rosales, J. M. Cruz‑Duarte, M. Guía. "Fractional model of the dielectric dispersion," Optik (Stuttgart). [DOI]
  4. N. Murcia‑Sepúlveda, J. M. Cruz‑Duarte, I. Martin‑Diaz, A. Garcia‑Perez, J. J. Rosales‑García, J. G. Avina‑Cervantes, C. R. Correa‑Cely. "Fractional Calculus‑Based Processing for Feature Extraction in Harmonic‑Polluted Fault Monitoring Systems," Energies. [DOI]
  5. L. Martínez–Jiménez, J. M. Cruz–Duarte, J. J. Rosales–García. "Fractional solution of the catenary curve," Mathematical Methods in the Applied Sciences. [DOI]

Conferences

  1. F. Garza‑Santisteban, J. M. Cruz‑Duarte, I. Amaya, J. C. Ortiz‑Bayliss, S. E. Conant‑Pablos, H. Terashima‑Marín. "Influence of Instance Size on Selection Hyper‑Heuristics for Job Shop Scheduling Problems," 2019 IEEE SSCI, Xiamen, China. [DOI]

Other fora

  1. K. Guerra, J. M. Cruz‑Duarte, R. Correa. "Methodology to solve Mass‑Spring‑Dashpot (MSD) models through global optimization algorithms," Rev. UIS Ing. 18(1), 49–60. [DOI]

2018

JCR‑indexed journals

  1. A. O. Contreras, J. J. Rosales‑García, L. M. Jiménez, J. M. Cruz‑Duarte. "Analysis of projectile motion in view of conformable derivative," Open Physics. [DOI]
  2. J. M. Cruz‑Duarte, J. Rosales‑García, C. R. Correa‑Cely, A. Garcia‑Perez, J. G. Avina‑Cervantes. "A closed form expression for the Gaussian‑based Caputo–Fabrizio fractional derivative for signal processing applications," Communications in Nonlinear Science and Numerical Simulation. [DOI]

Conferences

  1. D. Matajira‑Rueda, J. M. Cruz‑Duarte, A. Garcia‑Perez, J. G. Avina‑Cervantes, C. R. Correa‑Cely. "A New Improvement Scheme Of Spiral Algorithm (Performance Test)," IEEE ROPEC 2018, Ixtapa, Mexico. [DOI]
  2. J. M. Cruz‑Duarte, A. Garcia‑Perez, I. Amaya‑Contreras, R. Correa. "Assessing Film Coefficients of Microchannel Heat Sinks Through the Cuckoo Search Algorithm," META 2018, Marrakech, Morocco. [URL]
  3. J. M. Cruz‑Duarte, I. Martín‑Díaz, I. Cruz‑Aceves. "Cuckoo Search y su implementación práctica," Memorias de la Escuela de Cómputo Evolutivo 1(1), 12:1–12:8. [URL]
  4. L. Martínez‑Jiménez, J. M. Cruz‑Duarte, J. J. Rosales, I. Cruz‑Aceves. "Enhancement of Vessels in Coronary Angiograms Using a Hessian Matrix Based on Grünwald‑Letnikov Fractional Derivative," ICBET 2018, Bali, Indonesia. [DOI]

Other fora

  1. J. M. Minjares, Y. Shmaliy, M. L. Ramirez, J. M. C. Duarte. "Identifying Outliers in HRV‑Seizure Signals using p‑shift UFIR Baseline Estimates," WSEAS Transactions on Signal Processing 14, 109–114. [URL]
  2. D. Matajira‑Rueda, J. Cruz‑Duarte, J. Avina‑Cervantes, C. Correa‑Cely. "Global optimization algorithms applied in a parameter estimation strategy," Rev. UIS Ing. 17(1), 233–242. [URL]

2017

JCR‑indexed journals

  1. J. M. Cruz‑Duarte, A. M. Morega, A. Garcia‑Perez, C. R. Correa‑Cely. "Numerical Simulation of Heat Transfer Process in a Non‑Conventional Calorimeter," Revue Roumaine des Sciences Techniques – Électrotechnique et Énergétique. [URL]
  2. J. M. Cruz‑Duarte, A. Garcia‑Perez, I. M. Amaya‑Contreras, C. R. Correa‑Cely, R. J. Romero‑Troncoso, J. G. Avina‑Cervantes. "Design of Microelectronic Cooling Systems Using a Thermodynamic Optimization Strategy Based on Cuckoo Search," IEEE Transactions on Components, Packaging and Manufacturing Technology. [DOI]
  3. Y. Lopez‑Dieguez, J. M. Estudillo‑Ayala, D. Jauregui‑Vazquez, J. M. Sierra‑Hernandez, L. A. Herrera‑Piad, J. M. Cruz‑Duarte, J. C. Hernandez‑Garcia, R. Rojas‑Laguna. "Multi‑mode all Fiber Interferometer based on Fabry‑Perot Multi‑cavity and its Temperature Response," Optik (Stuttgart). [DOI]

Conferences

  1. J. M. Cruz‑Duarte, I. Martin‑Diaz, J. U. Munoz‑Minjares, L. A. Sanchez‑Galindo, J. G. Avina‑Cervantes, A. Garcia‑Perez, C. R. Correa‑Cely. "Primary study on the stochastic spiral optimization algorithm," IEEE ROPEC 2017, Ixtapa, Mexico. [DOI]

2016

JCR‑indexed journals

  1. E. Ilunga‑Mbuyamba, J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, C. R. Correa‑Cely, D. Lindner, C. Chalopin. "Active contours driven by Cuckoo Search strategy for brain tumour images segmentation," Expert Systems with Applications. [DOI]
  2. J. M. Cruz‑Duarte, A. Garcia‑Perez, I. M. Amaya‑Contreras, C. R. Correa‑Cely. "Designing a microchannel heat sink with colloidal coolants through the entropy generation minimisation criterion and global optimisation algorithms," Applied Thermal Engineering. [DOI]

2015

JCR‑indexed journals

  1. J. Cruz, I. Amaya, R. Correa. "Optimal rectangular microchannel design, using simulated annealing, unified particle swarm and spiral algorithms, in the presence of spreading resistance," Applied Thermal Engineering. [DOI]
  2. I. Amaya, J. Cruz, R. Correa. "Harmony Search algorithm: a variant with Self‑regulated Fretwidth," Applied Mathematics and Computation. [DOI]

Conferences

  1. J. M. Cruz‑Duarte, J. G. Avina‑Cervantes, I. M. Amaya‑Contreras, C. R. Correa‑Cely. "Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization," MICAI 2015, 231–235. [DOI]

Other fora

  1. J. Cruz, I. Amaya, R. Correa. "Cooling Microelectronic Devices using Optimal Microchannel Heat Sinks," Rev. EIA 12(24), 151–166. [URL]
  2. J. M. Cruz‑Duarte, I. M. Amaya‑Contreras, C. R. Correa‑Cely. "An optimal high thermal conductive graphite microchannel for electronic device cooling," Rev. Fac. Ing. Univ. Antioquia 77, 143–152. [DOI]
  3. J. M. Cruz, I. M. Amaya, C. R. Correa. "Influence of moist air in copper heat sinks: Analysis through the entropy generation minimization criterion," Ingeniería e Investigación 35(3), 44–52. [DOI]

2014

Other fora

  1. I. Amaya, J. Cruz, R. Correa. "A modified firefly‑inspired algorithm for global computational optimization," Rev. Dyna 81(187), 85–90. [URL]

2013

Other fora

  1. J. Cruz, I. Amaya, R. Correa. "Algoritmo de optimización para el cálculo de múltiples raíces de sistemas de ecuaciones no lineales," INGECUC 9(1), 197–208. [URL]

2012

Conferences

  1. J. Cruz, I. Amaya, R. Correa. "Solution of the mathematical model of a DC nonlinear electronic circuit using an optimization strategy: Application of the original and unified Particle Swarm Metaheuristics," 2012 IEEE Colombian Workshop on Circuits and Systems (CWCAS), Barranquilla, Colombia. [DOI]

Other fora

  1. I. Amaya, J. Cruz, R. Correa. "Solution of the Mathematical Model of a Nonlinear Direct Current Circuit Using Particle Swarm Optimization," Rev. Dyna 79(172), 77–84. [URL]

2011

Other fora

  1. I. Amaya, J. Cruz, R. Correa. "Real Roots of Nonlinear Systems of Equations Through a Metaheuristic Algorithm," Rev. Dyna 78(170), 15–23. [URL]
Jorge Cruz