All Stories

  1. A Comprehensive Review of Metaheuristics in Electric Power Systems ​

    Article • Applied Soft Computing, January 2024, Elsevier

    Ivan Amaya

  2. Robotic Mobile Fulfillment System: A Systematic Review

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  3. Experimental Survey with IoT Students and Virtual Classes with Wokwi Circuits

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  4. Forecasting PM2.5 concentration levels using shallow machine learning models on the Monterrey Metropolitan Area in Mexico

    Article • Atmospheric Pollution Research, November 2023, Elsevier

    Ivan Amaya

  5. Automatic Design of Metaheuristics for Practical Engineering Applications

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  6. A Sequence-Based Hyper-Heuristic for Traveling Thieves

    Article • Applied Sciences, December 2022, MDPI AG

    Ivan Amaya

  7. Dynamic Analysis for the Physically Correct Model of a Fractional-Order Buck-Boost Converter

    Article • November 2022, MDPI AG

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  8. Identifying Hyper-Heuristic Trends through a Text Mining Approach on the Current Literature

    Article • Applied Sciences, October 2022, MDPI AG

    Ivan Amaya

  9. MatHH: A Matlab-based Hyper-Heuristic framework

    Article • SoftwareX, June 2022, Elsevier

    Ivan Amaya

  10. Beyond Hyper-Heuristics: A Squared Hyper-Heuristic Model for Solving Job Shop Scheduling Problems

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  11. A Feature-Independent Hyper-Heuristic Approach for Solving the Knapsack Problem

    Article • Applied Sciences, October 2021, MDPI AG

    Ivan Amaya

  12. Hybrid Controller Based on LQR Applied to Interleaved Boost Converter and Microgrids under Power Quality Events

    Article • Energies, October 2021, MDPI AG

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  13. Hyper-Heuristics to customise metaheuristics for continuous optimisation

    Article • Swarm and Evolutionary Computation, October 2021, Elsevier

    Ivan Amaya

  14. Global Optimisation through Hyper-Heuristics: Unfolding Population-Based Metaheuristics

    Article • Applied Sciences, June 2021, MDPI AG

    Ivan Amaya

  15. SCSV_IPS: A software for the estimation of the shear coefficient of spin viscosity during the movement of a ferrofluid under the effect of an external rotating magnetic field

    Article • SoftwareX, June 2021, Elsevier

    Ivan Amaya

  16. Computational analysis of hybrid heating of a heterogeneous core-shell configuration for improving temperature uniformity

    Article • Respuestas, April 2021, Universidad Francisco de Paula Santander

    Ivan Amaya

  17. A General Framework Based on Machine Learning for Algorithm Selection in Constraint Satisfaction Problems

    Article • Applied Sciences, March 2021, MDPI AG

    Ivan Amaya

  18. Enhancing Hyperheuristics for the Knapsack Problem through Fuzzy Logic

    Article • Computational Intelligence and Neuroscience, January 2021, Hindawi Publishing Corporation

    Ivan Amaya

  19. Solving microelectronic thermal management problems using a generalized spiral optimization algorithm

    Article • Applied Intelligence, January 2021, Springer Science + Business Media

    Ivan Amaya

  20. Tailoring Job Shop Scheduling Problem Instances Through Unified Particle Swarm Optimization

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  21. Towards a Generalised Metaheuristic Model for Continuous Optimisation Problems

    Article • Mathematics, November 2020, MDPI AG

    Ivan Amaya

  22. Thermogravimetric and calorimetric dataset for extra heavy crude asphaltenes obtained by electrodeposition in the presence of magnetic field and magnetic nanoparticles

    Article • Data in Brief, August 2020, Elsevier

    Ivan Amaya

  23. CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search

    Article • SoftwareX, July 2020, Elsevier

    Ivan Amaya

  24. Analysis of the Effect of the Orthotropic Thermal Conductivity Tensor During Microwave-Based Heat Treatment of a Core–Shell Spherical System

    Article • International Journal of Thermophysics, April 2020, Springer Science + Business Media

    Ivan Amaya

  25. A Genetic Programming Framework for Heuristic Generation for the Job-Shop Scheduling Problem

    Article • January 2020, Springer Science + Business Media

    Ivan Amaya

  26. A Preliminary Study on Score-Based Hyper-heuristics for Solving the Bin Packing Problem

    Article • January 2020, Springer Science + Business Media

    Ivan Amaya

  27. A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  28. Evolutionary-based tailoring of synthetic instances for the Knapsack problem

    Article • Soft Computing, February 2019, Springer Science + Business Media

    Ivan Amaya

  29. Improving Hyper-heuristic Performance for Job Shop Scheduling Problems Using Neural Networks

    Article • January 2019, Springer Science + Business Media

    Ivan Amaya

  30. Phase Equilibrium Description of a Supercritical Extraction System Using Metaheuristic Optimization Algorithms

    Article • August 2018, Springer Science + Business Media

    Ivan Amaya

  31. Enhancing Selection Hyper-Heuristics via Feature Transformations

    Article • IEEE Computational Intelligence Magazine, May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  32. Does it matter to first select one variable or another in Constraint Satisfaction Problems?

    Article • Computational Intelligence and Neuroscience, January 2018, Hindawi Publishing Corporation

    Ivan Amaya

  33. A Quartile-Based Hyper-heuristic for Solving the 0/1 Knapsack Problem

    Article • January 2018, Springer Science + Business Media

    Ivan Amaya

  34. An Experimental Study on Ant Colony Optimization Hyper-Heuristics for Solving the Knapsack Problem

    Article • January 2018, Springer Science + Business Media

    Ivan Amaya

  35. Internal volumetric heat generation and heat capacity prediction during a material electromagnetic treatment process using hybrid algorithms

    Article • Ingeniería e Investigación, January 2018, Universidad Nacional de Colombia

    Ivan Amaya

  36. Tailoring Instances of the 1D Bin Packing Problem for Assessing Strengths and Weaknesses of Its Solvers

    Article • January 2018, Springer Science + Business Media

    Ivan Amaya

  37. Estimation of thermal properties of a solid sample during a microwave heating process

    Article • Applied Thermal Engineering, January 2018, Elsevier

    Ivan Amaya

  38. Design of Microelectronic Cooling Systems Using a Thermodynamic Optimization Strategy Based on Cuckoo Search

    Article • IEEE Transactions on Components Packaging and Manufacturing Technology, November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  39. Applying automatic heuristic-filtering to improve hyper-heuristic performance

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  40. Improving hyper-heuristic performance through feature transformation

    Article • June 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  41. Reconstructing design parameters of a rectangular resonator via peak signal-to-noise ratio and global optimization algorithms

    Article • Inverse Problems in Science and Engineering, July 2016, Taylor & Francis

    Ivan Amaya

  42. Designing a microchannel heat sink with colloidal coolants through the entropy generation minimisation criterion and global optimisation algorithms

    Article • Applied Thermal Engineering, May 2016, Elsevier

    Ivan Amaya

  43. Influence of moist air in copper heat sinks: Analysis through the entropy generation minimization criterion

    Article • Ingeniería e Investigación, December 2015, Universidad Nacional de Colombia

    Ivan Amaya

  44. Design of an optimal multilayer electromagnetic absorber through Spiral Algorithm

    Article • Ingenieria y Universidad, December 2015, Editorial Pontificia Universidad Javeriana

    Ivan Amaya

  45. Microwave enhanced roasting for pyrite ore samples with dielectric properties strongly dependent on temperature

    Article • Ingenieria y Universidad, December 2015, Editorial Pontificia Universidad Javeriana

    Ivan Amaya

  46. An optimal high thermal conductive graphite microchannel for electronic device cooling

    Article • Revista Facultad de Ingeniería Universidad de Antioquia, December 2015, Universidad de Antioquia

    Ivan Amaya

  47. Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya, Juan Gabriel Avina-Cervantes

  48. Harmony Search algorithm: a variant with Self-regulated Fretwidth

    Article • Applied Mathematics and Computation, September 2015, Elsevier

    Ivan Amaya

  49. Optimal rectangular microchannel design, using simulated annealing, unified particle swarm and spiral algorithms, in the presence of spreading resistance

    Article • Applied Thermal Engineering, June 2015, Elsevier

    Ivan Amaya

  50. Finding resonant frequencies of microwave cavities through a modified harmony search algorithm

    Article • International Journal of Bio-Inspired Computation, January 2015, Inderscience Publishers

    Ivan Amaya

  51. A modified firefly-inspired algorithm for global computational optimization

    Article • DYNA, October 2014, Universidad Nacional de Colombia

    Ivan Amaya

  52. Discrete Particle Swarm Optimization in the numerical solution of a system of linear Diophantine equations

    Article • DYNA, June 2014, Universidad Nacional de Colombia

    Ivan Amaya

  53. An improved variant of the conventional Harmony Search algorithm

    Article • Applied Mathematics and Computation, January 2014, Elsevier

    Ivan Amaya

  54. Numerical solution of certain exponential and non-linear Diophantine systems of equations by using a discrete particle swarm optimization algorithm

    Article • Applied Mathematics and Computation, December 2013, Elsevier

    Ivan Amaya

  55. Solution of nonlinear circuits with the Central Force Optimization algorithm

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  56. Solution of the mathematical model of a DC nonlinear electronic circuit using an optimization strategy: Application of the original and unified Particle Swarm Metaheuristics

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ivan Amaya

  57. Implementation de un control fuzzy para el control cinemático directo en un robot manipulador

    Article • Ingeniare Revista chilena de ingeniería, December 2011, SciELO Comision Nacional de Investigacion Cientifica Y Tecnologica (CONICYT)

    Dr Diego Alexander Tibaduiza Burgos, Ivan Amaya