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jorge.cruz@tec.mx

Campus

Campus Monterrey, School of Engineering and Sciences
Core Researcher, Advanced Artificial Intelligence , School of Engineering and Sciences

Applied mathematics
Electrical, Electronics and Communications Engineering

Co-author Network

Cruz-Duarte, Jorge Mario

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Publications

selected publications

academic article in scopus
- A systematic review of metaheuristic algorithms in electric power systems optimization. Applied Soft Computing. 2024
- Robotic Mobile Fulfillment System: A Systematic Review. IEEE Access. 2024
- Forecasting PM2.5 concentration levels using shallow machine learning models on the Monterrey Metropolitan Area in Mexico. Atmospheric Pollution Research. 2023
- Automatic Hyper-Heuristic to Generate Heuristic-based Adaptive Sliding Mode Controller Tuners for Buck-Boost Converters 2023
- A Sequence-Based Hyper-Heuristic for Traveling Thieves. Applied Sciences (Switzerland). 13. 2023
- Automatic Design of Metaheuristics for Practical Engineering Applications. IEEE Access. 11:7262-7276. 2023
- Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach 2023
- Hyper-Heuristics Meet Controller Design: Improving Electrical Grid Performance through Microgrids 2023
- On the Feasibility of Using a High-Level Solver within Robotic Mobile Fulfillment Systems 2023
- Recursive Hyper-Heuristics for the Job Shop Scheduling Problem 2023
- SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control 2023
- Identifying Hyper-Heuristic Trends through a Text Mining Approach on the Current Literature. Applied Sciences (Switzerland). 12. 2022
- MatHH: A Matlab-based Hyper-Heuristic framework. SoftwareX. 18. 2022
- A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems 2022
- A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics 2022
- An efficient computational method for anisotropic thermal conductivity estimation. Journal of Thermal Analysis and Calorimetry. 147:14829-14839. 2022
- Beyond Hyper-Heuristics: A Squared Hyper-Heuristic Model for Solving Job Shop Scheduling Problems. IEEE Access. 10:43981-44007. 2022
- Imaginary finger movements decoding using empirical mode decomposition and a stacked BiLSTM architecture. Mathematics. 9. 2021
- A feature-independent hyper-heuristic approach for solving the knapsack problem. Applied Sciences (Switzerland). 11. 2021
- Hybrid controller based on LQR applied to interleaved boost converter and microgrids under power quality events. Energies. 14. 2021
- Hyper-Heuristics to customise metaheuristics for continuous optimisation. Swarm and Evolutionary Computation. 66. 2021
- Alternative thresholding technique for image segmentation based on cuckoo search and generalized gaussians. Mathematics. 9. 2021
- Global optimisation through hyper-heuristics: Unfolding population-based metaheuristics. Applied Sciences (Switzerland). 11. 2021
- Determination of a physically correct fractional-order model for electrolytic computer-grade capacitors. Mathematical Methods in the Applied Sciences. 44:4366-4380. 2021
- A general framework based on machine learning for algorithm selection in constraint satisfaction problems. Applied Sciences (Switzerland). 11. 2021
- Motor imagery classification based on a recurrent-convolutional architecture to control a hexapod robot. Mathematics. 9. 2021
- 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. 287. 2021
- Analytical and experimental study for mechanical vibrations of a two-coupled spring masses system via Caputo-based derivatives. Mathematical Methods in the Applied Sciences. 2021
- Automated Design of Unfolded Metaheuristics and the Effect of Population Size 2021
- Naïve Hyper-heuristic Online Learning to Generate Unfolded Population-based Metaheuristics to Solve Continuous Optimization Problems 2021
- Novel Calorimetric Approach for Thermal Analysis of Microelectronic Devices. IEEE Transactions on Components Packaging and Manufacturing Technology. 11:1442-1451. 2021
- Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems. IEEE Access. 9:71328-71343. 2021
- Sequence-based Selection Hyper-heuristic Model via MAP-Elites. IEEE Access. 9:116500-116527. 2021
- Solving microelectronic thermal management problems using a generalized spiral optimization algorithm. Applied Intelligence. 51:5622-5643. 2021
- Tailoring Job Shop Scheduling Problem Instances through Unified Particle Swarm Optimization. IEEE Access. 9:66891-66914. 2021
- Discovering Action Regions for Solving the Bin Packing Problem through Hyper-heuristics 2020
- Exploring Reward-based Hyper-heuristics for the Job-shop Scheduling Problem 2020
- Towards a generalised metaheuristic model for continuous optimisation problems. Mathematics. 8:1-23. 2020
- A Preliminary Study on Feature-independent Hyper-heuristics for the 0/1 Knapsack Problem 2020
- A Primary Study on Hyper-Heuristics to Customise Metaheuristics for Continuous optimisation 2020
- CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search. SoftwareX. 12. 2020
- Exploring Problem State Transformations to Enhance Hyper-heuristics for the Job-Shop Scheduling Problem 2020
- 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. 41. 2020
- Algorithmic analysis of vesselness and blobness for detecting retinopathies based on fractional gaussian filters. Mathematics. 8. 2020
- Entropy generation in a mass-spring-damper system using a conformable model. Symmetry. 12. 2020
- A Systematic Review of Hyper-Heuristics on Combinatorial Optimization Problems. IEEE Access. 8:128068-128095. 2020
- Conic sections fitting in disperse data using Differential Evolution. Applied Soft Computing. 85. 2019
- Influence of Instance Size on Selection Hyper-Heuristics for Job Shop Scheduling Problems 2019
- Fractional calculus-based processing for feature extraction in harmonic-polluted fault monitoring systems. Energies. 12. 2019
- Design of Microelectronic Cooling Systems Using a Thermodynamic Optimization Strategy Based on Cuckoo Search. IEEE Transactions on Components Packaging and Manufacturing Technology. 7:1804-1812. 2017
chapter in scopus
- Assessing Film Coefficients of Microchannel Heat Sinks via Cuckoo Search Algorithm. Studies in Computational Intelligence. 377-391. 2021
- A Genetic Programming Framework for Heuristic Generation for the Job-Shop Scheduling Problem. Lecture Notes in Computer Science. 284-295. 2020
- A preliminary study on score-based hyper-heuristics for solving the bin packing problem. Lecture Notes in Computer Science. 318-327. 2020

Teaching

teaching activities

Intelligent Systems Project

Background

awards and honors

Mexican Researcher Certification - Level 1 (Cruz-Duarte, Jorge Mario)

Contact

full name

Jorge Mario Cruz Duarte

located in facility

Campus Monterrey

webpage

Orcid

Other

Expertise ODS

Affordable and clean energy ODS
Good health and well-being ODS
Industry, innovation and infrastructure ODS

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