Hernán E. Aguirre

Orcid: 0000-0003-4480-1339

According to our database1, Hernán E. Aguirre authored at least 142 papers between 1999 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Challenging test problems for multi- and many-objective optimization.
Swarm Evol. Comput., August, 2023

Enhancing ε-Sampling in the AεSεH Evolutionary Multi-Objective Optimization Algorithm.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

A Study on Multi-Objective Optimization of Epistatic Binary Problems Using Q-learning.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

2022
Exploring the decision and objective space of SAT constrained multi-objective problems.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Evolutionary bi-objective optimization for the electric vehicle charging stand infrastructure problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021
Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation.
Int. J. Bio Inspired Comput., 2021

A Generator for Scalable SAT Constrained Multi-Objective Optimization Benchmark Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Quadratization of gray coded representations, long path problems and needle functions.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

2020
Optimization and Visualization in Many-Objective Space Trajectory Design.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2020

Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Understanding transforms of pseudo-boolean functions.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

2019
Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork.
IEEE Trans. Image Process., 2019

A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites.
IEEE Trans. Evol. Comput., 2019

Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark.
Appl. Soft Comput., 2019

Dynamic compartmental models for algorithm analysis and population size estimation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Studying com partmental models interpolation to estimate MOEAs population size.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Optimization of chemical structures for seawater desalination.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

New features for continuous exploratory landscape analysis based on the SOO tree.
Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2019

Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Estimating Relevance of Variables for Effective Recombination.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network.
CoRR, 2018

A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

On Pareto Local Optimal Solutions Networks.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Studying MOEAs dynamics and their performance using a three compartmental model.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Pareto dominance-based MOEAs on problems with difficult pareto set topologies.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A set-oriented MOEA/D.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Fuzzy qualitative deep compression network.
Neurocomputing, 2017

Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes.
Evol. Comput., 2017

Learning a Generative Adversarial Network for High Resolution Artwork Synthesis.
CoRR, 2017

ArtGAN: Artwork Synthesis with Conditional Categorial GANs.
CoRR, 2017

On the effectiveness of feature selection methods for gait classification under different covariate factors.
Appl. Soft Comput., 2017

Evolutionary Multiobjective Optimization including Practically Desirable Solutions.
Adv. Oper. Res., 2017

Learning Variable Importance to Guide Recombination on Many-Objective Optimization.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

ArtGAN: Artwork synthesis with conditional categorical GANs.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Closed state model for understanding the dynamics of MOEAs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Multi-objective optimization of level of service in urban transportation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

A closer look to elitism in ε-dominance many-objective optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Stacked Progressive Auto-Encoders for Clothing-Invariant Gait Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Learning variable importance to guide recombination.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An effective EA for short term evolution with small population for traffic signal optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Multi-objective Local Search Based on Decomposition.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Clothing-invariant gait recognition using convolutional neural network.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2016

Ceci n'est pas une pipe: A deep convolutional network for fine-art paintings classification.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Multi-objective Neutral Neighbors': What could be the definition(s)?
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Local Search Move Strategies within MOEA/D.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A refinement mechanism to improve particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Analysis and comparison of multi-objective evolutionary approaches on the multi-objective 1/0 unit commitment problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Traffic signal optimization and coordination using neighborhood mutation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Computational Cost Reduction of Nondominated Sorting Using the M-Front.
IEEE Trans. Evol. Comput., 2015

Geometric Differential Evolution in MOEA/D: A Preliminary Study.
Proceedings of the Advances in Artificial Intelligence and Soft Computing, 2015

Comparison of Parameter Control Mechanisms in Multi-objective Differential Evolution.
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

Injecting CMA-ES into MOEA/D.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Feature Selection in Gait Classification Using Geometric PSO Assisted by SVM.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Traffic Signal Optimization: Minimizing Travel Time and Fuel Consumption.
Proceedings of the Artificial Evolution, 2015

Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes.
Proceedings of the Artificial Evolution, 2015

2014
Objective space partitioning using conflict information for solving many-objective problems.
Inf. Sci., 2014

An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Effects of Mutation and Crossover Operators in the Optimization of Traffic Signal Parameters.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Extending AεSεH from Many-objective to Multi-objective Optimization.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Genetic algorithm assisted by a SVM for feature selection in gait classification.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2014

Distribution Search on Evolutionary Many-Objective Optimization: Selection Mappings and Recombination Rate.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
Variable space diversity, crossover and mutation in MOEA solving many-objective knapsack problems.
Ann. Math. Artif. Intell., 2013

Articulated Human Motion Tracking with Online Appearance Learning.
Proceedings of the Soft Computing Applications and Intelligent Systems, 2013

Practically Desirable Solutions Search on Multi-Objective Optimization.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Asian female face classification incorporating personal attractive preference.
Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2013

Evolutionary multi-objective optimization to attain practically desirable solutions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Attempt to reduce the computational complexity in multi-objective differential evolution algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Population size and scalability in the aeseh evolutionary many-objective algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Advances on many-objective evolutionary optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Adaptive ε-Sampling and ε-Hood for Evolutionary Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A study on population size and selection lapse in many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

What Makes an Instance Difficult for Black-Box 0-1 Evolutionary Multiobjective Optimizers?
Proceedings of the Artificial Evolution, 2013

2012
A study on adaptive ε-ranking and tabu moves in random one-bit climbers for many-objective optimization.
Int. J. Hybrid Intell. Syst., 2012

Improving the Efficiency in Halftone Image Generation Based on Structure Similarity Index Measurement.
IEICE Trans. Inf. Syst., 2012

Dynamic control of the number of crossed genes in evolutionary many-objective optimization.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Analysis on Population Size and Neighborhood Recombination on Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

A Study on Large Population MOEA Using Adaptive ε-Box Dominance and Neighborhood Recombination for Many-Objective Optimization.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

2011
Genetic Diversity and Effective Crossover in Evolutionary Many-objective Optimization.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Improved S-CDAs using crossover controlling the number of crossed genes for many-objective optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Improved Random One-Bit Climbers with Adaptive <i>ε</i>-Ranking and Tabu Moves for Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

Adaptive Objective Space Partitioning Using Conflict Information for Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

2010
Self-Controlling Dominance Area of Solutions in Evolutionary Many-Objective Optimization.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Path Relinking on Many-Objective NK-Landscapes.
Proceedings of the Parallel Problem Solving from Nature, 2010

Objective Space Partitioning Using Conflict Information for Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

A Hybrid Scalarization and Adaptive <i>epsilon</i>-Ranking Strategy for Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

Improving multi-objective random one-bit climbers on MNK-landscapes.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Pareto partial dominance MOEA and hybrid archiving strategy included CDAS in many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A study on the effects of rankings sensitive to density on many-objective MNK Landscapes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Analysis of NSGA-II and NSGA-II with CDAS, and Proposal of an Enhanced CDAS Mechanism.
J. Adv. Comput. Intell. Intell. Informatics, 2009

Adaptive ε-Ranking on many-objective problems.
Evol. Intell., 2009

Space partitioning with adaptive epsilon-ranking and substitute distance assignments: a comparative study on many-objective mnk-landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Many-Objective Optimization by Space Partitioning and Adaptive epsilon-Ranking on MNK-Landscapes.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Adaptive ∈-ranking on MNK-Landscapes.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

2008
Performance and Scalability of Genetic Algorithms on NK-Landscapes.
Proceedings of the Recent Advances in Evolutionary Computation for Combinatorial Optimization, 2008

delta-Similar Elimination to Enhance Search Performance of Multiobjective Evolutionary Algorithms.
IEICE Trans. Inf. Syst., 2008

Robust Optimization by epsilon-Ranking on High Dimensional Objective Spaces.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Local dominance and controlling dominance area of solutions in multi and many objectives EAs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Local dominance and local recombination in MOEAs on 0/1 multiobjective knapsack problems.
Eur. J. Oper. Res., 2007

Working principles, behavior, and performance of MOEAs on MNK-landscapes.
Eur. J. Oper. Res., 2007

An evolutionary multiobjective approach to design highly non-linear Boolean functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Controlling Dominance Area of Solutions and Its Impact on the Performance of MOEAs.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

Local Dominance Including Control of Dominance Area of Solutions in MOEAs.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

2006
A Model for Parallel Operators in Genetic Algorithms.
Proceedings of the Parallel Evolutionary Computations, 2006

Effects of δ-Similar Elimination and Controlled Elitism in the NSGA-II Multiobjective Evolutionary Algorithm.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Random Bit Climbers on Multiobjective MNK-Landscapes: Effects of Memory and Population Climbing.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005

Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

On the locality of dominance and recombination in multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
Inter-block evaluation method in multi-level image halftoning technique using GA.
Proceedings of the IEEE International Conference on Systems, 2004

Local dominance using polar coordinates to enhance multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Effects of elitism and population climbing on multiobjective MNK-landscapes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Insights on properties of multiobjective MNK-landscapes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
A Study on the Behavior of Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003

Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation.
Proceedings of the Genetic and Evolutionary Computation, 2003

Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination.
Proceedings of the Applications of Evolutionary Computing, 2003

2002
Multi-Level Image Halftoning Technique with Genetic Algorithms.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002

Performance Study of a Distributed Genetic Algorithm with Parallel Cooperative-Competitive Genetic Operators.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002

Parallel Varying Mutation in Deterministic and Self-adaptive GAs.
Proceedings of the Parallel Problem Solving from Nature, 2002

Mutation strategy improves GAs performance on epistatic problems.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001
Parallel cooperative-competitive self-adaptive mutation in genetic algorithms.
Proceedings of the IEEE International Conference on Systems, 2001

Halftone Image Generation with Improved Multiobjective Genetic Algorithm.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

2000
Multi-objective optimization with improved genetic algorithm.
Proceedings of the IEEE International Conference on Systems, 2000

Improved distributed genetic algorithm with cooperative-competitive genetic operators.
Proceedings of the IEEE International Conference on Systems, 2000

1999
Cooperative Crossover and Mutation Operators in Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999


  Loading...