Heuristic Selection through Neural Networks: An Extended Analysis on the Pod Allocation Problem within Robotic Mobile Fulfillment Systems
Neural Computing and Applications — In Press
Publications
56 Journals37 Conferences18 Other111 Total
2025
JCR‑indexed journals
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
Hyper-heuristics and Scheduling Problems: Strategies, Application Areas, and Performance Metrics
IEEE Access
Algorithm Selection for Allocating Pods within Robotic Mobile Fulfillment Systems: A Hyper-Heuristic Approach
IEEE Access
Conferences
Herramienta de Diagnóstico para Prácticas de Laboratorio: Caso de Estudio en una Asignatura de Ingeniería Eléctrica
VII Congreso internacional de Innovación Docente en Educación Superior. Explorando retos y oportunidades en la enseñanza y el aprendizaje
NeurOptimiser: A General Framework for Neuromorphic Optimisation
International Workshop on Big Optimization (WBO), Catania, Italy — To appear
Tailoring Bounded Instances for the Job Shop Scheduling Problem Through Unified Particle Swarm Optimization
MCPR, Guanajuato, Mexico
Automated Tailoring of Heuristic-Based Renyi’s Entropy Maximizers for Efficient Melanoma Segmentation
2025 IEEE SSCI, Trondheim, Norway
Other fora
NeurOptimisation: The Spiking Way to Evolve
arXiv — Preprint submitted to a JCR-indexed journal
Semantically Guided Adversarial Testing of Vision Models Using Language Models
arXiv — Preprint submitted to a JCR-indexed journal
Fractional Models of the Catenary Curve
Advances in Fractional Calculus (Chapter)
Study of Machine Learning Techniques for Robotic Finger Monitoring Using Image-based Macro-bending Fiber Optic Sensor
Óptica Pura y Aplicada
2024
JCR‑indexed journals
Optimization of Adaptive Sliding Mode Controllers Using Customized Metaheuristics in DC-DC Buck-Boost Converters
Mathematics
A Generalist Reinforcement Learning Agent for Compressing Multiple Convolutional Networks using Singular Value Decomposition
IEEE Access
Selection Hyper-Heuristics and Job Shop Scheduling Problems: How Does Instance Size Influence Performance?
Journal of Scheduling
Optimal Hybrid Resonant Current Controller for Microgrids connected to an Unbalanced IEEE Test Distribution Network
Heliyon
Analysing Hyper-Heuristics based on Neural Networks for the Automatic Design of Population-based Metaheuristics in Continuous Optimisation Problems
Swarm and Evolutionary Computation
Designing Heuristic-Based Tuners for Fractional-Order PID Controllers in Automatic Voltage Regulator Systems Using a Hyper-heuristic Approach
Fractal and Fractional
A Generalist Reinforcement Learning Agent for Compressing Convolutional Neural Networks
IEEE Access
A systematic review of metaheuristic algorithms in electric power systems optimization
Applied Soft Computing 150, 111047
Robotic Mobile Fulfillment System: a Systematic Review
IEEE Access
Conferences
Beyond Traditional Tuning: Unveiling Metaheuristic Operator Trends in PID Control Tuning for Automatic Voltage Regulation
2024 IEEE CEC, Yokohama, Japan
Tailoring Metaheuristics for Designing Thermodynamic-Optimal Cooling Devices for Microelectronic Thermal Management Applications
2024 IEEE CEC, Yokohama, Japan
Beyond 'Novel' Metaphor-based Metaheuristics: An Interactive Algorithm Design Software
2024 IEEE CEC, Yokohama, Japan
Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey
2024 IEEE CEC, Yokohama, Japan
DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm
EvoStar 2024, Aberystwyth, Wales, UK
2023
JCR‑indexed journals
Automatic Design of Metaheuristics for Practical Engineering Applications
IEEE Access
A Sequence-Based Hyper-Heuristic for Traveling Thieves
Applied Sciences
Forecasting PM2.5 concentration levels using shallow machine learning models on the Monterrey Metropolitan Area in Mexico
Atmospheric Pollution Research
Conferences
Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach
2023 IEEE SSCI, Mexico City, Mexico
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control
2023 IEEE SSCI, Mexico City, Mexico
On the Feasibility of Using a High-Level Solver within Robotic Mobile Fulfillment Systems
2023 IEEE SSCI, Mexico City, Mexico
On the Feasibility of using Neural Networks as High-level solvers for the Pod Allocation Problem within Robotic Mobile Fulfillment Systems
ISCMI 2023
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
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
Recursive Hyper-heuristics for the Job Shop Scheduling Problem
2023 IEEE CEC, Chicago, USA
Hyper-heuristics meet Controller Design: Improving Electrical Grid Performance through Microgrids
2023 IEEE CEC, Chicago, USA
Other fora
Fractional Calculus in Mexico: The 5th Mexican Workshop on Fractional Calculus (MWFC)
Comput. Sci. Math. Forum 2022
2022
JCR‑indexed journals
An Efficient Computational Method for Anisotropic Thermal Conductivity Estimation
Journal of Thermal Analysis and Calorimetry
Identifying Hyper-Heuristic Trends through a Text Mining Approach on the Current Literature
Applied Sciences
Beyond Hyper-Heuristics: A Squared Hyper-Heuristic Model for Solving Job Shop Scheduling Problems
IEEE Access
MatHH: A Matlab-based Hyper-Heuristic framework
SoftwareX
Conferences
Dynamic Analysis for the Physically Correct Model of a Fractional-Order Buck-Boost Converter
Comput. Sci. Math. Forum 2022
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
A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics
2022 IEEE CEC, Padua, Italy
2021
JCR‑indexed journals
Imaginary Finger Movements Decoding Using Empirical Mode Decomposition and a Stacked BiLSTM Architecture
Mathematics
A Feature-Independent Hyper-Heuristic Approach for Solving the Knapsack Problem
Applied Sciences
Hybrid Controller Based on LQR Applied to Interleaved Boost Converter and Microgrids under Power Quality Events
Energies
Sequence-based Selection Hyper-heuristic Model via MAP-Elites
IEEE Access
Alternative thresholding technique for image segmentation based on cuckoo search and generalized gaussians
Mathematics
Novel Calorimetric Approach for Thermal Analysis of Microelectronic Devices
IEEE Transactions on Components, Packaging and Manufacturing Technology
Hyper-Heuristics to Customise Metaheuristics for Continuous Optimisation
Swarm and Evolutionary Computation
Global Optimisation through Hyper-Heuristics: Unfolding Population-Based Metaheuristics
Applied Sciences
Optimization-based strategies for optimal inverse parameters estimation for heat transfer systems
IEEE Access
Tailoring Job Shop Scheduling Problem Instances through Unified Particle Swarm Optimization
IEEE Access
Analytical and experimental study for mechanical vibrations of a two-coupled spring masses system via Caputo-based derivatives
Mathematical Methods in the Applied Sciences
A General Framework Based on Machine Learning for Algorithm Selection in Constraint Satisfaction Problems
Applied Sciences
Motor Imagery Classification Based on a Recurrent-Convolutional Architecture to Control a Hexapod Robot
Mathematics
Solving microelectronic thermal management problems using a generalized spiral optimization algorithm
Applied Intelligence
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
Conferences
Naïve Hyper-heuristic Online Learning to Generate Unfolded Population-based Metaheuristics to Solve Continuous Optimization Problems
2021 IEEE SSCI, Orlando, USA
Automated Design of Unfolded Metaheuristics and the Effect of Population Size
2021 IEEE CEC, Kraków, Poland
2020
JCR‑indexed journals
Towards a Generalised Metaheuristic Model for Continuous Optimisation Problems
Mathematics
CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search
SoftwareX
Determination of a physically correct fractional-order model for electrolytic computer-grade capacitors
Mathematical Methods in the Applied Sciences
A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems
IEEE Access
Algorithmic Analysis of Vesselness and Blobness for Detecting Retinopathies Based on Fractional Gaussian Filters
Mathematics
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
Entropy Generation in a Mass-Spring-Damper System Using a Conformable Model
Symmetry
Conferences
A Primary Study on Hyper-Heuristics to Customise Metaheuristics for Continuous optimisation
2020 IEEE CEC, Glasgow, UK
Exploring Problem State Transformations to Enhance Hyper-heuristics for the Job-Shop Scheduling Problem
2020 IEEE CEC, Glasgow, UK
A Preliminary Study on Feature-independent Hyper-heuristics for the 0/1 Knapsack Problem
2020 IEEE CEC, Glasgow, UK
A Preliminary Study on Score-Based Hyper-heuristics for Solving the Bin Packing Problem
MCPR 2020, Morelia, Mexico
Exploring Reward-based Hyper-heuristics for the Job-shop Scheduling Problem
2020 IEEE SSCI, Canberra, Australia
Discovering Action Regions for Solving the Bin Packing Problem through Hyper-heuristics
2020 IEEE SSCI, Canberra, Australia
A Genetic Programming Framework for Heuristic Generation for the Job-Shop Scheduling Problem
MICAI 2020, Mexico City, Mexico
Other fora
Una mirada a las hiper-heurísticas
Transferencia Tec
Calentamiento simultáneo microondas-radiación térmica Simultaneous heating microwaves-thermal radiation
Rev. UIS Ing. 19(2), 33–41
Solution of Series-Parallel Photovoltaic Arrays Model Using Global Optimization Algorithms
Scientia et Technica 25(01), 14–22
2019
JCR‑indexed journals
Conic sections fitting in disperse data using Differential Evolution
Applied Soft Computing
Mismatched Series–Parallel Photovoltaic Generator Modeling: An Implicit Current–Voltage Approach
IEEE Journal of Photovoltaics
Fractional model of the dielectric dispersion
Optik (Stuttgart)
Fractional Calculus-Based Processing for Feature Extraction in Harmonic-Polluted Fault Monitoring Systems
Energies
Fractional solution of the catenary curve
Mathematical Methods in the Applied Sciences
Conferences
Influence of Instance Size on Selection Hyper-Heuristics for Job Shop Scheduling Problems
2019 IEEE SSCI, Xiamen, China
Other fora
Methodology to solve Mass-Spring-Dashpot (MSD) models through global optimization algorithms
Rev. UIS Ing. 18(1), 49–60
2018
JCR‑indexed journals
Analysis of projectile motion in view of conformable derivative
Open Physics
A closed form expression for the Gaussian-based Caputo–Fabrizio fractional derivative for signal processing applications
Communications in Nonlinear Science and Numerical Simulation
Conferences
A New Improvement Scheme Of Spiral Algorithm (Performance Test)
IEEE ROPEC 2018, Ixtapa, Mexico
Assessing Film Coefficients of Microchannel Heat Sinks Through the Cuckoo Search Algorithm
META 2018, Marrakech, Morocco
Cuckoo Search y su implementación práctica
Memorias de la Escuela de Cómputo Evolutivo 1(1), 12:1–12:8
Enhancement of Vessels in Coronary Angiograms Using a Hessian Matrix Based on Grünwald-Letnikov Fractional Derivative
ICBET 2018, Bali, Indonesia
Other fora
Identifying Outliers in HRV-Seizure Signals using p-shift UFIR Baseline Estimates
WSEAS Transactions on Signal Processing 14, 109–114
Global optimization algorithms applied in a parameter estimation strategy
Rev. UIS Ing. 17(1), 233–242
2017
JCR‑indexed journals
Numerical Simulation of Heat Transfer Process in a Non-Conventional Calorimeter
Revue Roumaine des Sciences Techniques – Électrotechnique et Énergétique
Design of Microelectronic Cooling Systems Using a Thermodynamic Optimization Strategy Based on Cuckoo Search
IEEE Transactions on Components, Packaging and Manufacturing Technology
Multi-mode all Fiber Interferometer based on Fabry-Perot Multi-cavity and its Temperature Response
Optik (Stuttgart)
Conferences
Primary study on the stochastic spiral optimization algorithm
IEEE ROPEC 2017, Ixtapa, Mexico
2016
JCR‑indexed journals
Active contours driven by Cuckoo Search strategy for brain tumour images segmentation
Expert Systems with Applications
Designing a microchannel heat sink with colloidal coolants through the entropy generation minimisation criterion and global optimisation algorithms
Applied Thermal Engineering
2015
JCR‑indexed journals
Optimal rectangular microchannel design, using simulated annealing, unified particle swarm and spiral algorithms, in the presence of spreading resistance
Applied Thermal Engineering
Harmony Search algorithm: a variant with Self-regulated Fretwidth
Applied Mathematics and Computation
Conferences
Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization
MICAI 2015, 231–235
Other fora
Cooling Microelectronic Devices using Optimal Microchannel Heat Sinks
Rev. EIA 12(24), 151–166
An optimal high thermal conductive graphite microchannel for electronic device cooling
Rev. Fac. Ing. Univ. Antioquia 77, 143–152
Influence of moist air in copper heat sinks: Analysis through the entropy generation minimization criterion
Ingeniería e Investigación 35(3), 44–52
2014
Other fora
A modified firefly-inspired algorithm for global computational optimization
Rev. Dyna 81(187), 85–90
2013
Other fora
Algoritmo de optimización para el cálculo de múltiples raíces de sistemas de ecuaciones no lineales
INGECUC 9(1), 197–208
2012
Conferences
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
Other fora
Solution of the Mathematical Model of a Nonlinear Direct Current Circuit Using Particle Swarm Optimization
Rev. Dyna 79(172), 77–84
2011
Other fora
Real Roots of Nonlinear Systems of Equations Through a Metaheuristic Algorithm
Rev. Dyna 78(170), 15–23