Carlos Ignacio Hernández Castellanos

15 papers A 1C 1Journal 3Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Benchmarking MOEAs for solving continuous multi-objective RL problems.
GECCO Companion
Roberto Santana Hermida, Carlos Ignacio Hernández Castellanos
2025 — conf
Finding the Set of Nearly Optimal Solutions of a Multi-objective Optimization Problem.
GECCO Companion
Oliver Schütze, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Ignacio Hernández Castellanos
2025 — conf
Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.
GECCO Companion
Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Ignacio Hernández Castellanos, Pascal Kerschke, Heike Trautmann, Oliver Schütze
2025 — conf
On the Approximation of the Entire Pareto Front of a Constrained Multi-objective Optimization Problem.
EMO (2)
Angel E. Rodriguez-Fernandez, Carlos Ignacio Hernández Castellanos, Oliver Schütze
2025 J jnl
Online-adjusted evolutionary biclustering algorithm to identify significant modules in gene expression data.
Briefings Bioinform.
Raúl Galindo-Hernández, Katya Rodríguez-Vázquez, Edgardo Galán-Vásquez, Carlos Ignacio Hernández Castellanos
2025 — conf
Uncertainty Quantification of the Hypervolume for Evolutionary Multi-Objective Reinforcement Learning.
GECCO Companion
Alberto Maximiliano Millán, Carlos Ignacio Hernández Castellanos
2024 — conf
"A Cooperative Multi Indicator-Based Ant Colony Optimization Algorithm for the MOGenConVRP".
GECCO Companion
Rodrigo Fernando Velázquez Cruz, Carlos Ignacio Hernández Castellanos
2024 — conf
A R2 Based Multi-objective Reinforcement Learning Algorithm.
LION
Sofia Magdalena Borrel Miller, Carlos Ignacio Hernández Castellanos
2024 J jnl
Multi-objective optimization of neural network with stochastic directed search.
Expert Syst. Appl.
Samuel López-Ruiz, Carlos Ignacio Hernández Castellanos, Katya Rodríguez-Vázquez
2023 — conf
Comparison Of Three Versions Of Whale Optimization Algorithm (WOA) On The Bbob Test Suite.
GECCO Companion
Óscar Espinoza, Katya Rodríguez-Vázquez, Carlos Ignacio Hernández Castellanos, Suemi Rodríguez-Romo
2022 A conf
Multi-objective framework for quantile forecasting in financial time series using transformers.
GECCO
Samuel López-Ruiz, Carlos Ignacio Hernández Castellanos, Katya Rodríguez-Vázquez
2021 C conf
On Statistical Analysis of MOEAs with Multiple Performance Indicators.
EMO
Hao Wang, Carlos Ignacio Hernández Castellanos, Tome Eftimov
2020 — conf
A local hypervolume contribution schema to improve spread of the pareto front and computational time.
GECCO Companion
Edgar Manoatl López, Carlos Ignacio Hernández Castellanos
2020 J jnl
On Statistical Analysis of MOEAs with Multiple Performance Indicators.
CoRR
Hao Wang, Carlos Ignacio Hernández Castellanos, Tome Eftimov
2019 — conf
A decomposition-based EMOA for set-based robustness.
GECCO (Companion)
Carlos Ignacio Hernández Castellanos, Sina Ober-Blöbaum