Carlos Ignacio Hernandez Castellanos

According to our database, Carlos Ignacio Hernandez Castellanos authored at least 29 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Family of Quaternion-Valued Differential Evolution Algorithms for Numerical Function Optimization.

Gerardo Altamirano-Gomez, Álvaro Gallardo, Carlos Ignacio Hernández Castellanos

CoRR, May, 2026

2025

Finding ϵ-Locally Optimal Solutions for Multiobjective Multimodal Optimization.

Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, Oliver Schütze

IEEE Trans. Evol. Comput., October, 2025

Finding the Set of Nearly Optimal Solutions of a Multiobjective Optimization Problem.

Oliver Schütze, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Hernández

IEEE Trans. Evol. Comput., February, 2025

Online-adjusted evolutionary biclustering algorithm to identify significant modules in gene expression data.

Raúl Galindo-Hernández, Katya Rodríguez-Vázquez, Edgardo Galán-Vásquez, Carlos Ignacio Hernández Castellanos

Briefings Bioinform., January, 2025

Neuroevolution-based multiobjective algorithm for feature selection and binary classification of DNA microarrays.

Daniel García-Núñez, Katya Rodrígez-Vázquez, Carlos Hernández, Edgar Galván

Appl. Soft Comput., 2025

Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.

Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Ignacio Hernández Castellanos, Pascal Kerschke, Heike Trautmann, Oliver Schütze

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Uncertainty Quantification of the Hypervolume for Evolutionary Multi-Objective Reinforcement Learning.

Alberto Maximiliano Millán, Carlos Ignacio Hernández Castellanos

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Benchmarking MOEAs for solving continuous multi-objective RL problems.

Roberto Santana Hermida, Carlos Ignacio Hernández Castellanos

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

Finding the Set of Nearly Optimal Solutions of a Multi-objective Optimization Problem.

Oliver Schütze, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Ignacio Hernández Castellanos

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

On the Approximation of the Entire Pareto Front of a Constrained Multi-objective Optimization Problem.

Angel E. Rodriguez-Fernandez, Carlos Ignacio Hernández Castellanos, Oliver Schütze

Proceedings of the Evolutionary Multi-Criterion Optimization, 2025

2024

Multi-objective optimization of neural network with stochastic directed search.

Samuel López-Ruiz, Carlos Ignacio Hernández Castellanos, Katya Rodríguez-Vázquez

Expert Syst. Appl., March, 2024

A R2 Based Multi-objective Reinforcement Learning Algorithm.

Sofia Magdalena Borrel Miller, Carlos Ignacio Hernández Castellanos

Proceedings of the Learning and Intelligent Optimization - 18th International Conference, 2024

"A Cooperative Multi Indicator-Based Ant Colony Optimization Algorithm for the MOGenConVRP".

Rodrigo Fernando Velázquez Cruz, Carlos Ignacio Hernández Castellanos

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

On the Effect of Temporal Heterogeneity on Selection Pressure of Evolutionary Algorithms.

Victor Manuel Sanchez Sanchez, Carlos Gershenson García, Carlos Ignacio Hernandez Castellanos

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Comparison Of Three Versions Of Whale Optimization Algorithm (WOA) On The Bbob Test Suite.

Óscar Espinoza, Katya Rodríguez-Vázquez, Carlos Ignacio Hernández Castellanos, Suemi Rodríguez-Romo

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Multi-objective framework for quantile forecasting in financial time series using transformers.

Samuel López-Ruiz, Carlos Ignacio Hernández Castellanos, Katya Rodríguez-Vázquez

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Archivers for single- and multi-objective evolutionary optimization algorithms.

Carlos Hernández, Oliver Schütze

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A bounded archive based for bi-objective problems based on distance and e-dominance to avoid cyclic behavior.

Carlos Hernández, Oliver Schütze

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Neuroevolution based multi-objective algorithm for gene selection and microarray classification.

Daniel García-Núñez, Katya Rodríguez-Vázquez, Carlos Hernández

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Archiving Strategies for Evolutionary Multi-objective Optimization Algorithms, 2

Oliver Schütze, Carlos Hernández

Studies in Computational Intelligence 938, Springer, ISBN: 978-3-030-63772-9, 2021

On Statistical Analysis of MOEAs with Multiple Performance Indicators.

Hao Wang, Carlos Ignacio Hernández Castellanos, Tome Eftimov

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

2020

A local hypervolume contribution schema to improve spread of the pareto front and computational time.

Edgar Manoatl López, Carlos Ignacio Hernández Castellanos

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Archivers for the representation of the set of approximate solutions for MOPs.

Oliver Schuetze, Carlos Hernández, El-Ghazali Talbi, Jian-Qiao Sun, Yousef Naranjani, Fu-Rui Xiong

J. Heuristics, 2019

A decomposition-based EMOA for set-based robustness.

Carlos Ignacio Hernández Castellanos, Sina Ober-Blöbaum

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Optimization of PPF Control of a Building-like Structure for Vibration Control.

Josué Enríquez-Zárate, Leonardo Trujillo, G. K. Toledo-Ramírez, Ángel J. Ramos-Cirilo, Carlos Hernández

Computación y Sistemas, 2018

Studying the Effect of Robustness Measures in Offline Parameter Tuning for Estimating the Performance of MOEA/D.

Miriam Pescador-Rojas, Denis Pallez, Carlos Ignacio Hernandez Castellanos, Carlos A. Coello Coello

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

2016

Pervasive Displays in Classrooms of Children with Severe Autism.

Monica Tentori, Lizbeth Escobedo, Carlos Hernández, Aleksandar Matic, Gillian R. Hayes

IEEE Pervasive Comput., 2016

Δp-MOEA: A new multi-objective evolutionary algorithm based on the Δp indicator.

Adriana Menchaca-Méndez, Carlos Ignacio Hernandez Castellanos, Carlos A. Coello Coello

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2014

Promoting Self-Reflection of Social Isolation Through Persuasive Mobile Technologies: The Case of Mother Caregivers of Children With Cancer.

Carolina Fuentes, Carlos Hernández, Lizbeth Escobedo, Valeria Herskovic, Monica Tentori

Int. J. Hum. Comput. Interact., 2014