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Falcón-Cardona, Jesús Guillermo

Email

jfalcon@tec.mx

Campus

Campus Monterrey, School of Engineering and Sciences

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Falcón-Cardona, Jesús Guillermo

Overview

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Overview
Publications
Teaching
Background
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Overview

authors

Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo
Falcón-Cardona, Jesús Guillermo

Publications

selected publications

academic article in scopus
- Fast High-Diversity Subset Selection for Multi-Objective Optimization by Riesz s-Energy. IEEE Transactions on Evolutionary Computation. 2025
- A Multi-Objective Evolutionary Algorithm Based on Uniformity and Diversity to Handle Regular and Irregular Pareto Front Shapes. IEEE Access. 2024
- An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization 2024
- Beyond 'Novel' Metaphor-based Metaheuristics: An Interactive Algorithm Design Software 2024
- Riesz s-Energy as a Diversity Indicator in Evolutionary Multi-Objective Optimization. IEEE Transactions on Evolutionary Computation. 2024
- Surrogate Modeling for Efficient Evolutionary Multi-Objective Neural Architecture Search in Super Resolution Image Restoration 2024
- On the adaptation of reference sets using niching and pair-potential energy functions for multi-objective optimization. Swarm and Evolutionary Computation. 2023
- On the utilization of pair-potential energy functions in multi-objective optimization. Swarm and Evolutionary Computation. 79. 2023
- Using ¿ Genetic Algorithms for Hyper-heuristic Development: A Preliminary Study on Bin Packing Problems 2023
- New Findings on Indicator-based Multi-Objective Evolutionary Algorithms: A Brief Summary. CLEI Eletronic Journal (CLEIej). 25. 2022
- Towards a More Balanced Reference Set Adaptation Method: First Results 2021
chapter in scopus
- DeepEMO: A Multi-indicator Convolutional Neural Network-Based Evolutionary Multi-objective Algorithm. Lecture Notes in Computer Science. 2024
- Reaching Pareto Front Shape Invariance with a Continuous Multi-objective Ant Colony Optimization Algorithm. Lecture Notes in Computer Science. 2024
- An Extension of the iMOACO R Algorithm Based on Layer-Set Selection. Lecture Notes in Computer Science. 266-274. 2022
- Considerations in the Incremental Hypervolume Algorithm of the WFG. Lecture Notes in Computer Science. 410-422. 2022
- Multi-objective Ant Colony Optimization: An Updated Review of Approaches and Applications. Intelligent Systems Reference Library. 1-32. 2022
- An Improved Riesz s-Energy-Based Archive to Handle Dominance Resistant Solutions. Communications in Computer and Information Science. 229-243. 2021
- An Overview of Pair-Potential Functions for Multi-objective Optimization. Lecture Notes in Computer Science. 401-412. 2021
- Towards a Pareto Front Shape Invariant Multi-Objective Evolutionary Algorithm Using Pair-Potential Functions. Lecture Notes in Computer Science. 369-382. 2021

Teaching

teaching activities

Development of Advanced Applications of Computer Science
Doctoral Research I
Doctoral Research II
Doctoral Research III
Doctoral Research IV
Implementation of Computational Methods
Research Intership
Research Proposal Defense
Research Proposal I
Research Proposal II

Background

education and training

Doctor of Computer Science, Centro de Investigación y de Estudios Avanzados del IPN
Master of Computer Science, Centro de Investigación y de Estudios Avanzados del IPN
Telematics engineer, Instituto Politécnico Nacional Coyoacán

awards and honors

Mexican Researcher Certification - Candidate (Falcón-Cardona, Jesús Guillermo)

Contact

full name

Jesús Guillermo Falcón Cardona

located in facility

Campus Monterrey

Other

Expertise ODS

Industry, innovation and infrastructure ODS

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