| 2025 | EMO | Weights-Guided Random Bit Climber for Binary Many-Objective Optimization. | Yudai Tagawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2025 | GECCO | An Evolutionary Algorithm for Solving Decision Space Constrained Multi-Objective Binary Optimization Problems. | Felipe Honjo Ide, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2025 | GECCO | Key Insights into Estimating Nash Equilibria in Simultaneous Continuous Multiplayer Games Using Coevolutionary Algorithms. | Rui Leite, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2025 | GECCO | Investigating the Climbing Mechanism of the Weight-Guided Random Bit Climber for Many-Objective Optimization. | Yudai Tagawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2025 | IJCCI | Scaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes. | Gabriela Ochoa, Hernn E. Aguirre, Arnaud Liefooghe, Sbastien Vrel |
| 2024 | CEC | Solving Simultaneous Continuous Multi-Objective FlipIt Games Using Co-Evolutionary Computation. | Rui Leite, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | CEC | Distributed Bit Climbing Algorithm for Binary Multi-objective Optimization. | Yudai Tagawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | CEC | Repeated ε-Sampling for Many-Objective Optimization. | Yu Takei, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | GECCO | Simple Distributed Bit Climber for Many-objective Optimization of Binary Epistatic Problems. | Yudai Tagawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | IJCCI | Studying the Relationship Between Crossover Features and Performance on MNK-Landscapes Using Regression Models. | Teruhisa Nakashima, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2024 | PPSN | Multi-objective Random Bit Climbers with Weighted Permutation on Large Scale Binary MNK-Landscapes. | Felipe Honjo Ide, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2023 | IJCCI | A Study on Multi-Objective Optimization of Epistatic Binary Problems Using Q-learning. | Yudai Tagawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2023 | IJCCI | Enhancing ε-Sampling in the AεSεH Evolutionary Multi-Objective Optimization Algorithm. | Yu Takei, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2022 | GECCO | Evolutionary bi-objective optimization for the electric vehicle charging stand infrastructure problem. | Rolando Armas, Hernn E. Aguirre, Daniel Orellana |
| 2022 | GECCO | Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. | Raphal Cosson, Bilel Derbel, Arnaud Liefooghe, Sbastien Vrel, Hernn E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka |
| 2022 | GECCO | Exploring the decision and objective space of SAT constrained multi-objective problems. | Felipe Honjo Ide, Hernn E. Aguirre, Minami Miyakawa, Darrell Whitley |
| 2021 | GECCO | Quadratization of gray coded representations, long path problems and needle functions. | Darrell Whitley, Francisco Chicano, Hernn E. Aguirre |
| 2020 | GECCO | Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition. | Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernn E. Aguirre, Qingfu Zhang, Kiyoshi Tanaka |
| 2020 | GECCO | Understanding transforms of pseudo-boolean functions. | L. Darrell Whitley, Hernn E. Aguirre, Andrew M. Sutton |
| 2020 | PPSN | Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. | Arnaud Liefooghe, Sbastien Vrel, Bilel Derbel, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2019 | EMO | Estimating Relevance of Variables for Effective Recombination. | Taishi Ito, Hernn E. Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel |
| 2019 | EMO | Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. | Yuri Marca, Hernn E. Aguirre, Sal Zapotecas Martnez, Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel, Kiyoshi Tanaka |
| 2019 | FOGA | New features for continuous exploratory landscape analysis based on the SOO tree. | Bilel Derbel, Arnaud Liefooghe, Sbastien Vrel, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2019 | GECCO | Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. | Nicolas Berveglieri, Bilel Derbel, Arnaud Liefooghe, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2019 | GECCO | Optimization of chemical structures for seawater desalination. | Kyo Migishima, Takahiro Fuji, Hernn E. Aguirre, Rodolfo Cruz-Silva, Kiyoshi Tanaka |
| 2019 | GECCO | Studying com partmental models interpolation to estimate MOEAs population size. | Hugo Monzn, Hernn E. Aguirre, Sbastien Vrel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka |
| 2019 | GECCO | Dynamic compartmental models for algorithm analysis and population size estimation. | Hugo Monzn, Hernn E. Aguirre, Sbastien Vrel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka |
| 2018 | GECCO | A set-oriented MOEA/D. | Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sbastien Vrel, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2018 | GECCO | Pareto dominance-based MOEAs on problems with difficult pareto set topologies. | Yuri Marca, Hernn E. Aguirre, Sal Zapotecas Martnez, Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel, Kiyoshi Tanaka |
| 2018 | GECCO | Studying MOEAs dynamics and their performance using a three compartmental model. | Hugo Monzn, Hernn E. Aguirre, Sbastien Vrel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka |
| 2018 | PPSN | On Pareto Local Optimal Solutions Networks. | Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel, Manuel Lpez-Ibez, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2018 | PPSN | A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. | Sbastien Vrel, Bilel Derbel, Arnaud Liefooghe, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2017 | CAIP | Stacked Progressive Auto-Encoders for Clothing-Invariant Gait Recognition. | TzeWei Yeoh, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2017 | CEC | A closer look to elitism in ε-dominance many-objective optimization. | Ryoma Sano, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2017 | EMO | A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. | Arnaud Liefooghe, Bilel Derbel, Sbastien Vrel, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2017 | GECCO | Multi-objective optimization of level of service in urban transportation. | Rolando Armas, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2017 | GECCO | Closed state model for understanding the dynamics of MOEAs. | Hugo Monzn, Hernn E. Aguirre, Sbastien Vrel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka |
| 2017 | ICIP | ArtGAN: Artwork synthesis with conditional categorical GANs. | Wei Ren Tan, Chee Seng Chan, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | CEC | Traffic signal optimization and coordination using neighborhood mutation. | Rolando Armas, Hernn E. Aguirre, Fabio Daolio, Kiyoshi Tanaka |
| 2016 | CEC | Analysis and comparison of multi-objective evolutionary approaches on the multi-objective 1/0 unit commitment problem. | Sal Zapotecas Martnez, Sophie Jacquin, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | CEC | A refinement mechanism to improve particle swarm optimization. | Wei Ren Tan, Sal Zapotecas Martnez, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | GECCO | Local Search Move Strategies within MOEA/D. | Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | GECCO | Multi-objective Neutral Neighbors': What could be the definition(s)? | Marie-Elonore Marmion, Hernn E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kiyoshi Tanaka |
| 2016 | GECCO | Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition. | Sal Zapotecas Martnez, Alberto Moraglio, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | GECCO | Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study. | Daniel H. Stolfi, Rolando Armas, Enrique Alba, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | ICIP | Ceci n'est pas une pipe: A deep convolutional network for fine-art paintings classification. | Wei Ren Tan, Chee Seng Chan, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2016 | PPSN | Multi-objective Local Search Based on Decomposition. | Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2015 | CAIP | Feature Selection in Gait Classification Using Geometric PSO Assisted by SVM. | Tze-Wei Yeoh, Sal Zapotecas Martnez, Youhei Akimoto, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2015 | CEC | On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces. | Sal Zapotecas Martnez, Hernn E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello |
| 2015 | CEC | Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function. | Yuki Yazawa, Hernn E. Aguirre, Akira Oyama, Kiyoshi Tanaka |
| 2015 | EMO | Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms. | Aymeric Blot, Hernn E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Elonore Marmion, Kiyoshi Tanaka |
| 2015 | EMO | A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. | Arnaud Liefooghe, Sbastien Vrel, Fabio Daolio, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2015 | GECCO | Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. | Fabio Daolio, Arnaud Liefooghe, Sbastien Vrel, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2015 | GECCO | Injecting CMA-ES into MOEA/D. | Sal Zapotecas Martnez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2014 | PPSN | An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. | Hernn E. Aguirre, Arnaud Liefooghe, Sbastien Vrel, Kiyoshi Tanaka |
| 2014 | PPSN | Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem. | Sal Zapotecas Martnez, Vctor Adrin Sosa-Hernndez, Hernn E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello |
| 2013 | CEC | A study on population size and selection lapse in many-objective optimization. | Hernn E. Aguirre, Arnaud Liefooghe, Sbastien Vrel, Kiyoshi Tanaka |
| 2013 | EMO | Adaptive ε-Sampling and ε-Hood for Evolutionary Many-Objective Optimization. | Hernn E. Aguirre, Akira Oyama, Kiyoshi Tanaka |
| 2013 | GECCO | Advances on many-objective evolutionary optimization. | Hernn E. Aguirre |
| 2013 | GECCO | Population size and scalability in the aeseh evolutionary many-objective algorithm. | Hernn E. Aguirre, Arnaud Liefooghe, Sbastien Vrel, Kiyoshi Tanaka |
| 2013 | GECCO | Attempt to reduce the computational complexity in multi-objective differential evolution algorithms. | Martin Drozdik, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2013 | GECCO | Evolutionary multi-objective optimization to attain practically desirable solutions. | Natsuki Kusuno, Hernn E. Aguirre, Kiyoshi Tanaka, Masataka Koishi |
| 2012 | PPSN | Analysis on Population Size and Neighborhood Recombination on Many-Objective Optimization. | Naoya Kowatari, Akira Oyama, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2011 | EMO | Adaptive Objective Space Partitioning Using Conflict Information for Many-Objective Optimization. | Antonio Lpez Jaimes, Carlos A. Coello Coello, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2011 | EMO | Improved Random One-Bit Climbers with Adaptive | Joseph M. Pasia, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2011 | GECCO | Improved S-CDAs using crossover controlling the number of crossed genes for many-objective optimization. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2010 | CEC | A study on the effects of rankings sensitive to density on many-objective MNK Landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2010 | CEC | Pareto partial dominance MOEA and hybrid archiving strategy included CDAS in many-objective optimization. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2010 | PPSN | A Hybrid Scalarization and Adaptive | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2010 | PPSN | Objective Space Partitioning Using Conflict Information for Many-Objective Optimization. | Antonio Lpez Jaimes, Hernn E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello |
| 2010 | PPSN | Path Relinking on Many-Objective NK-Landscapes. | Joseph M. Pasia, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2009 | EMO | Many-Objective Optimization by Space Partitioning and Adaptive epsilon-Ranking on MNK-Landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2009 | GECCO | Space partitioning with adaptive epsilon-ranking and substitute distance assignments: a comparative study on many-objective mnk-landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2008 | GECCO | Local dominance and controlling dominance area of solutions in multi and many objectives EAs. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2007 | EMO | Controlling Dominance Area of Solutions and Its Impact on the Performance of MOEAs. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2007 | GECCO | An evolutionary multiobjective approach to design highly non-linear Boolean functions. | Hernn E. Aguirre, Hiroyuki Okazaki, Yasushi Fuwa |
| 2006 | CEC | Effects of δ-Similar Elimination and Controlled Elitism in the NSGA-II Multiobjective Evolutionary Algorithm. | Masahiko Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2005 | CEC | On the locality of dominance and recombination in multiobjective evolutionary algorithms. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2005 | EMO | Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2004 | CEC | Insights on properties of multiobjective MNK-landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2004 | CEC | Effects of elitism and population climbing on multiobjective MNK-landscapes. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2004 | CEC | Local dominance using polar coordinates to enhance multiobjective evolutionary algorithms. | Hiroyuki Sato, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2004 | SMC | Inter-block evaluation method in multi-level image halftoning technique using GA. | Yojiro Yoshizawa, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2003 | GECCO | Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation. | Emi Myodo, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2002 | CEC | Mutation strategy improves GAs performance on epistatic problems. | Masaya Shinkai, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2002 | PPSN | Parallel Varying Mutation in Deterministic and Self-adaptive GAs. | Hernn E. Aguirre, Kiyoshi Tanaka |
| 2001 | EMO | Halftone Image Generation with Improved Multiobjective Genetic Algorithm. | Hernn E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura, Shinjiro Oshita |
| 2001 | SMC | Parallel cooperative-competitive self-adaptive mutation in genetic algorithms. | Hernn E. Aguirre, Kiyoshi Tanaka, Shinjiro Oshita |
| 2000 | SMC | Improved distributed genetic algorithm with cooperative-competitive genetic operators. | Hernn E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura, Shinjiro Oshita |
| 2000 | SMC | Multi-objective optimization with improved genetic algorithm. | Hiroyuki Ishibashi, Hernn E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura |
| 1999 | GECCO | Cooperative Crossover and Mutation Operators in Genetic Algorithms. | Hernn E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura |