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- 2026· 2 citas★ Destacada
Evolutionary Neural Architecture Search for Super-Resolution: Benchmarking SynFlow and model-based predictors
Sergio Sarmiento-Rosales, Víctor Adrían Sosa Hernández, Raúl MonroySwarm and Evolutionary ComputationNeural Architecture Search - 2024· 5 citas★ Destacada
Neural architecture search for image super-resolution: A review on the emerging state-of-the-art
Jesús L. Llano García, Raúl Monroy, Víctor Adrián Sosa HernándezNeurocomputingNeural Architecture Search - 2020· 37 citas★ Destacada
The Set-Based Hypervolume Newton Method for Bi-Objective Optimization
Victor Adrian Sosa Hernandez, Oliver Schutze, Hao Wang, Andre Deutz, Michael EmmerichIEEE Transactions on CyberneticsOptimización multiobjetivo evolutiva - 2026
Comparative Analysis of Performance Predictors in Multi-objective Neural Architecture Search for Single Image Super-Resolution: XGBoost Regressor and SynFlow
Sergio Sarmiento-Rosales, Jesus Leopoldo Llano-García, Jesper Michiel Janssen, Jesús Guillermo Falcón-Cardona, Raúl Monroy, Víctor Adrián Sosa HernándezCommunications in Computer and Information ScienceNeural Architecture SearchOptimización multiobjetivo evolutiva - 2025⭘ Open Access
GSMT: An explainable semi-supervised multi-label method based on Gower distance
José Carlos Mondragón, Andres Eduardo Gutierrez-Rodríguez, Victor Adrián Sosa Hernández - 2025· 2 citas⭘ Open Access
Beyond Performance: Designing a Super-Resolution Architecture Search Space and a Hybrid Multi-Objective Approach for Neural Architecture Optimization
Jesús Leopoldo Llano García, Raúl Monroy, Víctor Adrián Sosa Hernández, Kalyanmoy Deb - 2023· 2 citas⭘ Open Access
The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems
Hao Wang, Michael Emmerich, André Deutz, Víctor Adrián Sosa Hernández, Oliver SchützeMathematical and Computational ApplicationsOptimización multiobjetivo evolutiva - 2018· 10 citas
On the choice of neighborhood sampling to build effective search operators for constrained MOPs
Adriana Lara, Lourdes Uribe, Sergio Alvarado, Víctor Adrián Sosa, Honggang Wang, Oliver SchützeMemetic ComputingOptimización multiobjetivo evolutiva - 2017· 1 citas
The directed search method for unconstrained parameter dependent multi-objective optimization problems
Víctor Adrián Sosa Hernández, Adriana Lara, Heike Trautmann, Günter Rudolph, Oliver SchützeStudies in Computational IntelligenceOptimización multiobjetivo evolutiva - 2016· 1 citas
An effective mutation operator to deal with multi-objective constrained problems: SPM
Sergio Alvarado, Adriana Lara, Victor Sosa, Oliver Schutze2016 13th International Conference on Electrical Engineering,Computing Science and Automatic Control, CCE 2016Optimización multiobjetivo evolutiva - 2016· 18 citas
The hypervolume based directed search method for multi-objective optimization problems
Oliver Schütze, Víctor Adrián Sosa Hernández, Heike Trautmann, Günter RudolphJournal of HeuristicsOptimización multiobjetivo evolutiva - 2015
On the behavior of stochastic local search within parameter dependent MOPs
Víctor Adrián Sosa Hernández, Oliver Schütze, Heike Trautmann, Günter RudolphLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2014· 14 citas
Hypervolume maximization via set based Newton’s method
Victor Adrián Sosa Hernández, Oliver Schütze, Michael EmmerichAdvances in Intelligent Systems and ComputingOptimización multiobjetivo evolutiva - 2014
Using a family of curves to approximate the pareto front of a multi-objective optimization problem
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Optimización multiobjetivo evolutiva - 2013
Directed search method for indicator-based multi-objective evolutionary algorithms
Victor Adrian Sosa-Hernandez, Oliver Schütze, Günter Rudoph, Heike TrautmannGECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference CompanionOptimización multiobjetivo evolutiva - 2013· 4 citas
The Directed search method for pareto front approximations with maximum dominated hypervolume
Víctor Adrián Sosa Hernández, Oliver Schütze, Günter Rudolph, Heike TrautmannAdvances in Intelligent Systems and ComputingOptimización multiobjetivo evolutiva