Cooperative Crossover and Mutation Operators in Genetic Algorithms. - Hernán E. Aguirre; Kiyoshi Tanaka; Tatsuo Sugimura (GECCO, 1999)

Improved distributed genetic algorithm with cooperative-competitive genetic operators. - Hernán E. Aguirre; Kiyoshi Tanaka; Tatsuo Sugimura; Shinjiro Oshita (SMC, 2000)

Multi-objective optimization with improved genetic algorithm. - Hiroyuki Ishibashi; Hernán E. Aguirre; Kiyoshi Tanaka; Tatsuo Sugimura (SMC, 2000)

Halftone Image Generation with Improved Multiobjective Genetic Algorithm. - Hernán E. Aguirre; Kiyoshi Tanaka; Tatsuo Sugimura; Shinjiro Oshita (EMO, 2001)

Parallel cooperative-competitive self-adaptive mutation in genetic algorithms. - Hernán E. Aguirre; Kiyoshi Tanaka; Shinjiro Oshita (SMC, 2001)

Mutation strategy improves GAs performance on epistatic problems. - Masaya Shinkai; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2002)

Parallel Varying Mutation in Deterministic and Self-adaptive GAs. - Hernán E. Aguirre; Kiyoshi Tanaka (PPSN, 2002)

Performance Study of a Distributed Genetic Algorithm with Parallel Cooperative-Competitive Genetic Operators. - Hernán E. Aguirre; Kiyoshi Tanaka; Shinjiro Oshita (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002)

Multi-Level Image Halftoning Technique with Genetic Algorithms. - Tomoya Umemura; Hernán E. Aguirre; Kiyoshi Tanaka (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2002)

Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination. - Hernán E. Aguirre; Kiyoshi Tanaka (EvoWorkshops, 2003)

Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation. - Emi Myodo; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2003)

A Study on the Behavior of Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination. - Hernán E. Aguirre; Kiyoshi Tanaka (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Insights on properties of multiobjective MNK-landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2004)

Effects of elitism and population climbing on multiobjective MNK-landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2004)

Local dominance using polar coordinates to enhance multiobjective evolutionary algorithms. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2004)

Inter-block evaluation method in multi-level image halftoning technique using GA. - Yojiro Yoshizawa; Hernán E. Aguirre; Kiyoshi Tanaka (SMC (3), 2004)

On the locality of dominance and recombination in multiobjective evolutionary algorithms. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Congress on Evolutionary Computation, 2005)

Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2005)

Random Bit Climbers on Multiobjective MNK-Landscapes: Effects of Memory and Population Climbing. - Hernán E. Aguirre; Kiyoshi Tanaka (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005)

Effects of δ-Similar Elimination and Controlled Elitism in the NSGA-II Multiobjective Evolutionary Algorithm. - Masahiko Sato 006; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2006)

A Model for Parallel Operators in Genetic Algorithms. - Hernán E. Aguirre; Kiyoshi Tanaka (Parallel Evolutionary Computations, 2006)

Local Dominance Including Control of Dominance Area of Solutions in MOEAs. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (MCDM, 2007)

Controlling Dominance Area of Solutions and Its Impact on the Performance of MOEAs. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2007)

An evolutionary multiobjective approach to design highly non-linear Boolean functions. - Hernán E. Aguirre; Hiroyuki Okazaki; Yasushi Fuwa (GECCO, 2007)

Working principles, behavior, and performance of MOEAs on MNK-landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (Eur. J. Oper. Res., 2007)

Local dominance and local recombination in MOEAs on 0/1 multiobjective knapsack problems. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Eur. J. Oper. Res., 2007)

Enhancing Multiobjective Evolutionary Algorithms by Local Dominance and Local Recombination: Performance Verification in Multiobjective 0/1 Knapsack Problems. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2007)

Controlling Dominance Area of Solutions in Multiobjective Evolutionary Algorithms and Performance Analysis on Multiobjective 0/1 Knapsack Problems. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2007)

Local dominance and controlling dominance area of solutions in multi and many objectives EAs. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO (Companion), 2008)

Robust Optimization by epsilon-Ranking on High Dimensional Objective Spaces. - Hernán E. Aguirre; Kiyoshi Tanaka (SEAL, 2008)

delta-Similar Elimination to Enhance Search Performance of Multiobjective Evolutionary Algorithms. - Hernán E. Aguirre; Masahiko Sato 006; Kiyoshi Tanaka (IEICE Trans. Inf. Syst., 2008)

Performance and Scalability of Genetic Algorithms on NK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (Recent Advances in Evolutionary Computation for Combinatorial Optimization, 2008)

Adaptive ∈-ranking on MNK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (MCDM, 2009)

Many-Objective Optimization by Space Partitioning and Adaptive epsilon-Ranking on MNK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2009)

Space partitioning with adaptive epsilon-ranking and substitute distance assignments: a comparative study on many-objective mnk-landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2009)

Adaptive ε-Ranking on many-objective problems. - Hernán E. Aguirre; Kiyoshi Tanaka (Evol. Intell., 2009)

Local Dominance MOEA Including Control of Dominance Area of Solutions on 0/1 Multiobjective Knapsack Problems. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2009)

Analysis of NSGA-II and NSGA-II with CDAS, and Proposal of an Enhanced CDAS Mechanism. - Kyoko Tsuchida; Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (J. Adv. Comput. Intell. Intell. Informatics, 2009)

A study on the effects of rankings sensitive to density on many-objective MNK Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2010)

Pareto partial dominance MOEA and hybrid archiving strategy included CDAS in many-objective optimization. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2010)

Improving multi-objective random one-bit climbers on MNK-landscapes. - Joseph M. Pasia; Hernán E. Aguirre; Kiyoshi Tanaka (NaBIC, 2010)

A Hybrid Scalarization and Adaptive epsilon-Ranking Strategy for Many-Objective Optimization. - Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (2), 2010)

Objective Space Partitioning Using Conflict Information for Many-Objective Optimization. - Antonio López Jaimes; Hernán E. Aguirre; Kiyoshi Tanaka; Carlos A. Coello Coello (PPSN (1), 2010)

Path Relinking on Many-Objective NK-Landscapes. - Joseph M. Pasia; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (1), 2010)

Self-Controlling Dominance Area of Solutions in Evolutionary Many-Objective Optimization. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (SEAL, 2010)

ε-Ranking for Effective Many Objective Optimization on MNK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2010)

Space Partitioning Evolutionary Many-Objective Optimization: Performance Analysis on MNK-Landscapes. - Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2010)

Adaptive Objective Space Partitioning Using Conflict Information for Many-Objective Optimization. - Antonio López Jaimes; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2011)

Improved Random One-Bit Climbers with Adaptive ε-Ranking and Tabu Moves for Many-Objective Optimization. - Joseph M. Pasia; Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2011)

Improved S-CDAs using crossover controlling the number of crossed genes for many-objective optimization. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2011)

Genetic Diversity and Effective Crossover in Evolutionary Many-objective Optimization. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (LION, 2011)

Performance Analysis of Path Relinking on Many-objective NK-Landscapes. - Joseph M. Pasia; Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Media Technol., 2011)

A Study on Large Population MOEA Using Adaptive ε-Box Dominance and Neighborhood Recombination for Many-Objective Optimization. - Naoya Kowatari; Akira Oyama; Hernán E. Aguirre; Kiyoshi Tanaka (LION, 2012)

Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization. - Hiroyuki Sato; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (LION, 2012)

Analysis on Population Size and Neighborhood Recombination on Many-Objective Optimization. - Naoya Kowatari; Akira Oyama; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (2), 2012)

Dynamic control of the number of crossed genes in evolutionary many-objective optimization. - Hiroyuki Sato; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (SCIS&ISIS, 2012)

Improving the Efficiency in Halftone Image Generation Based on Structure Similarity Index Measurement. - Aroba Khan; Hernán E. Aguirre; Kiyoshi Tanaka (IEICE Trans. Inf. Syst., 2012)

A study on adaptive ε-ranking and tabu moves in random one-bit climbers for many-objective optimization. - Joseph M. Pasia; Hernán E. Aguirre; Kiyoshi Tanaka (Int. J. Hybrid Intell. Syst., 2012)

What Makes an Instance Difficult for Black-Box 0-1 Evolutionary Multiobjective Optimizers? - Arnaud Liefooghe; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (Artificial Evolution, 2013)

A study on population size and selection lapse in many-objective optimization. - Hernán E. Aguirre; Arnaud Liefooghe; Sébastien Vérel; Kiyoshi Tanaka (IEEE Congress on Evolutionary Computation, 2013)

Adaptive ε-Sampling and ε-Hood for Evolutionary Many-Objective Optimization. - Hernán E. Aguirre; Akira Oyama; Kiyoshi Tanaka (EMO, 2013)

Advances on many-objective evolutionary optimization. - Hernán E. Aguirre (GECCO (Companion), 2013)

Population size and scalability in the aeseh evolutionary many-objective algorithm. - Hernán E. Aguirre; Arnaud Liefooghe; Sébastien Vérel; Kiyoshi Tanaka (GECCO (Companion), 2013)

Attempt to reduce the computational complexity in multi-objective differential evolution algorithms. - Martin Drozdik; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2013)

Evolutionary multi-objective optimization to attain practically desirable solutions. - Natsuki Kusuno; Hernán E. Aguirre; Kiyoshi Tanaka; Masataka Koishi (GECCO, 2013)

Asian female face classification incorporating personal attractive preference. - MinZhi Chua; Youhei Akimoto; Hernán E. Aguirre; Kiyoshi Tanaka (ISPACS, 2013)

Effects of Population Size on Selection and Scalability in Evolutionary Many-Objective Optimization. - Hernán E. Aguirre; Arnaud Liefooghe; Sébastien Vérel; Kiyoshi Tanaka (LION, 2013)

Practically Desirable Solutions Search on Multi-Objective Optimization. - Natsuki Kusuno; Hernán E. Aguirre; Kiyoshi Tanaka; Masataka Koishi (LION, 2013)

Articulated Human Motion Tracking with Online Appearance Learning. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (M-CAIT, 2013)

Variable space diversity, crossover and mutation in MOEA solving many-objective knapsack problems. - Hiroyuki Sato; Hernán E. Aguirre; Kiyoshi Tanaka (Ann. Math. Artif. Intell., 2013)

Distribution Search on Evolutionary Many-Objective Optimization: Selection Mappings and Recombination Rate. - Hernán E. Aguirre; Akira Oyama; Kiyoshi Tanaka (Evolution, Complexity and Artificial Life, 2014)

Genetic algorithm assisted by a SVM for feature selection in gait classification. - TzeWei Yeoh; Saúl Zapotecas Martínez; Youhei Akimoto; Hernán E. Aguirre; Kiyoshi Tanaka (ISPACS, 2014)

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization. - Hernán E. Aguirre; Arnaud Liefooghe; Sébastien Vérel; Kiyoshi Tanaka (PPSN, 2014)

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem. - Saúl Zapotecas Martínez; Víctor Adrián Sosa-Hernández; Hernán E. Aguirre; Kiyoshi Tanaka; Carlos A. Coello Coello (PPSN, 2014)

Extending AεSεH from Many-objective to Multi-objective Optimization. - Hernán E. Aguirre; Yuki Yazawa; Akira Oyama; Kiyoshi Tanaka (SEAL, 2014)

Effects of Mutation and Crossover Operators in the Optimization of Traffic Signal Parameters. - Rolando Armas; Hernán E. Aguirre; Kiyoshi Tanaka (SEAL, 2014)

An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions. - Martin Drozdik; Kiyoshi Tanaka; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel (SEAL, 2014)

Objective space partitioning using conflict information for solving many-objective problems. - Antonio López Jaimes; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (Inf. Sci., 2014)

Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes. - Hernán E. Aguirre; Saúl Zapotecas Martínez; Arnaud Liefooghe; Sébastien Vérel; Kiyoshi Tanaka (Artificial Evolution, 2015)

Traffic Signal Optimization: Minimizing Travel Time and Fuel Consumption. - Rolando Armas; Hernán E. Aguirre; Saúl Zapotecas Martínez; Kiyoshi Tanaka (Artificial Evolution, 2015)

Feature Selection in Gait Classification Using Geometric PSO Assisted by SVM. - Tze-Wei Yeoh; Saúl Zapotecas Martínez; Youhei Akimoto; Hernán E. Aguirre; Kiyoshi Tanaka (CAIP (2), 2015)

On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces. - Saúl Zapotecas Martínez; Hernán E. Aguirre; Kiyoshi Tanaka; Carlos A. Coello Coello (CEC, 2015)

Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function. - Yuki Yazawa; Hernán E. Aguirre; Akira Oyama; Kiyoshi Tanaka (CEC, 2015)

Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms. - Aymeric Blot; Hernán E. Aguirre; Clarisse Dhaenens; Laetitia Jourdan; Marie-Eléonore Marmion; Kiyoshi Tanaka (EMO (1), 2015)

A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization. - Arnaud Liefooghe; Sébastien Vérel; Fabio Daolio; Hernán E. Aguirre; Kiyoshi Tanaka (EMO (2), 2015)

Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features. - Fabio Daolio; Arnaud Liefooghe; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2015)

Injecting CMA-ES into MOEA/D. - Saúl Zapotecas Martínez; Bilel Derbel; Arnaud Liefooghe; Dimo Brockhoff; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2015)

Comparison of Parameter Control Mechanisms in Multi-objective Differential Evolution. - Martin Drozdik; Hernán E. Aguirre; Youhei Akimoto; Kiyoshi Tanaka (LION, 2015)

Geometric Differential Evolution in MOEA/D: A Preliminary Study. - Saúl Zapotecas Martínez; Bilel Derbel; Arnaud Liefooghe; Hernán E. Aguirre; Kiyoshi Tanaka (MICAI (1), 2015)

Computational Cost Reduction of Nondominated Sorting Using the M-Front. - Martin Drozdik; Youhei Akimoto; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Trans. Evol. Comput., 2015)

Traffic signal optimization and coordination using neighborhood mutation. - Rolando Armas; Hernán E. Aguirre; Fabio Daolio; Kiyoshi Tanaka (CEC, 2016)

Analysis and comparison of multi-objective evolutionary approaches on the multi-objective 1/0 unit commitment problem. - Saúl Zapotecas Martínez; Sophie Jacquin; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2016)

A refinement mechanism to improve particle swarm optimization. - Wei Ren Tan; Saúl Zapotecas Martínez; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2016)

Local Search Move Strategies within MOEA/D. - Bilel Derbel; Arnaud Liefooghe; Qingfu Zhang 001; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO (Companion), 2016)

Multi-objective Neutral Neighbors': What could be the definition(s)? - Marie-Eléonore Marmion; Hernán E. Aguirre; Clarisse Dhaenens; Laetitia Jourdan; Kiyoshi Tanaka (GECCO, 2016)

Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition. - Saúl Zapotecas Martínez; Alberto Moraglio; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2016)

Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study. - Daniel H. Stolfi; Rolando Armas; Enrique Alba 001; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2016)

Ceci n'est pas une pipe: A deep convolutional network for fine-art paintings classification. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (ICIP, 2016)

Clothing-invariant gait recognition using convolutional neural network. - Tze-Wei Yeoh; Hernán E. Aguirre; Kiyoshi Tanaka (ISPACS, 2016)

Multi-objective Local Search Based on Decomposition. - Bilel Derbel; Arnaud Liefooghe; Qingfu Zhang 001; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN, 2016)

An effective EA for short term evolution with small population for traffic signal optimization. - Rolando Armas; Hernán E. Aguirre; Fabio Daolio; Kiyoshi Tanaka (SSCI, 2016)

Learning variable importance to guide recombination. - Miyako Sagawa; Hernán E. Aguirre; Fabio Daolio; Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Kiyoshi Tanaka (SSCI, 2016)

Stacked Progressive Auto-Encoders for Clothing-Invariant Gait Recognition. - TzeWei Yeoh; Hernán E. Aguirre; Kiyoshi Tanaka (CAIP (2), 2017)

A closer look to elitism in ε-dominance many-objective optimization. - Ryoma Sano; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2017)

A Fitness Landscape Analysis of Pareto Local Search on Bi-objective Permutation Flowshop Scheduling Problems. - Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (EMO, 2017)

Towards Landscape-Aware Automatic Algorithm Configuration: Preliminary Experiments on Neutral and Rugged Landscapes. - Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (EvoCOP, 2017)

Multi-objective optimization of level of service in urban transportation. - Rolando Armas; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2017)

Closed state model for understanding the dynamics of MOEAs. - Hugo Monzón; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (GECCO, 2017)

ArtGAN: Artwork synthesis with conditional categorical GANs. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (ICIP, 2017)

Learning Variable Importance to Guide Recombination on Many-Objective Optimization. - Miyako Sagawa; Hernán E. Aguirre; Fabio Daolio; Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Kiyoshi Tanaka (IIAI-AAI, 2017)

Evolutionary Multiobjective Optimization including Practically Desirable Solutions. - Miyako Sagawa; Natsuki Kusuno; Hernán E. Aguirre; Kiyoshi Tanaka; Masataka Koishi (Adv. Oper. Res., 2017)

On the effectiveness of feature selection methods for gait classification under different covariate factors. - Tze-Wei Yeoh; Fabio Daolio; Hernán E. Aguirre; Kiyoshi Tanaka (Appl. Soft Comput., 2017)

ArtGAN: Artwork Synthesis with Conditional Categorial GANs. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (CoRR, 2017)

Learning a Generative Adversarial Network for High Resolution Artwork Synthesis. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (CoRR, 2017)

Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes. - Fabio Daolio; Arnaud Liefooghe; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (Evol. Comput., 2017)

Fuzzy qualitative deep compression network. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (Neurocomputing, 2017)

A set-oriented MOEA/D. - Bilel Derbel; Arnaud Liefooghe; Qingfu Zhang 001; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2018)

Pareto dominance-based MOEAs on problems with difficult pareto set topologies. - Yuri Marca; Hernán E. Aguirre; Saúl Zapotecas Martínez; Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Kiyoshi Tanaka (GECCO (Companion), 2018)

Studying MOEAs dynamics and their performance using a three compartmental model. - Hugo Monzón; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (GECCO (Companion), 2018)

On Pareto Local Optimal Solutions Networks. - Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Manuel López-Ibáñez 001; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (2), 2018)

A Surrogate Model Based on Walsh Decomposition for Pseudo-Boolean Functions. - Sébastien Vérel; Bilel Derbel; Arnaud Liefooghe; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (2), 2018)

Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network. - Kouhei Nishida; Hernán E. Aguirre; Shota Saito; Shinichi Shirakawa; Youhei Akimoto (CoRR, 2018)

Estimating Relevance of Variables for Effective Recombination. - Taishi Ito; Hernán E. Aguirre; Kiyoshi Tanaka; Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel (EMO, 2019)

Approximating Pareto Set Topology by Cubic Interpolation on Bi-objective Problems. - Yuri Marca; Hernán E. Aguirre; Saúl Zapotecas Martínez; Arnaud Liefooghe; Bilel Derbel; Sébastien Vérel; Kiyoshi Tanaka (EMO, 2019)

New features for continuous exploratory landscape analysis based on the SOO tree. - Bilel Derbel; Arnaud Liefooghe; Sébastien Vérel; Hernán E. Aguirre; Kiyoshi Tanaka (FOGA, 2019)

Surrogate-assisted multiobjective optimization based on decomposition: a comprehensive comparative analysis. - Nicolas Berveglieri; Bilel Derbel; Arnaud Liefooghe; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2019)

Optimization of chemical structures for seawater desalination. - Kyo Migishima; Takahiro Fuji; Hernán E. Aguirre; Rodolfo Cruz-Silva; Kiyoshi Tanaka (GECCO (Companion), 2019)

Studying com partmental models interpolation to estimate MOEAs population size. - Hugo Monzón; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (GECCO (Companion), 2019)

Dynamic compartmental models for algorithm analysis and population size estimation. - Hugo Monzón; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (GECCO (Companion), 2019)

Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark. - Florian Leprêtre; Cyril Fonlupt; Sébastien Vérel; Virginie Marion; Rolando Armas; Hernán E. Aguirre; Kiyoshi Tanaka (Appl. Soft Comput., 2019)

A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites. - Saúl Zapotecas Martínez; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Trans. Evol. Comput., 2019)

Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork. - Wei Ren Tan; Chee Seng Chan; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Trans. Image Process., 2019)

Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation. - Hugo Monzón; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (EvoCOP, 2020)

Designing parallelism in surrogate-assisted multiobjective optimization based on decomposition. - Nicolas Berveglieri; Bilel Derbel; Arnaud Liefooghe; Hernán E. Aguirre; Qingfu Zhang 001; Kiyoshi Tanaka (GECCO, 2020)

Understanding transforms of pseudo-boolean functions. - L. Darrell Whitley; Hernán E. Aguirre; Andrew M. Sutton (GECCO, 2020)

Dominance, Indicator and Decomposition Based Search for Multi-objective QAP: Landscape Analysis and Automated Algorithm Selection. - Arnaud Liefooghe; Sébastien Vérel; Bilel Derbel; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (1), 2020)

Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. - Arnaud Liefooghe; Fabio Daolio; Sébastien Vérel; Bilel Derbel; Hernán E. Aguirre; Kiyoshi Tanaka (IEEE Trans. Evol. Comput., 2020)

Optimization and Visualization in Many-Objective Space Trajectory Design. - Hernán E. Aguirre; Kiyoshi Tanaka; Tea Tusar; Bogdan Filipic (High-Performance Simulation-Based Optimization, 2020)

Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection. - Raphaël Cosson; Bilel Derbel; Arnaud Liefooghe; Hernán E. Aguirre; Kiyoshi Tanaka; Qingfu Zhang 001 (EvoCOP, 2021)

Quadratization of gray coded representations, long path problems and needle functions. - Darrell Whitley; Francisco Chicano; Hernán E. Aguirre (GECCO, 2021)

A Generator for Scalable SAT Constrained Multi-Objective Optimization Benchmark Problems. - Felipe Honjo Ide; Hernán E. Aguirre; Minami Miyakawa; Darrell Whitley (SSCI, 2021)

Understanding Population Dynamics in Multi- and Many-Objective Evolutionary Algorithms for High-Resolution Approximations. - Hugo Monzón Maldonado; Hernán E. Aguirre; Sébastien Vérel; Arnaud Liefooghe; Bilel Derbel; Kiyoshi Tanaka (Adv. Oper. Res., 2021)

Distance-based immune generalised differential evolution algorithm for dynamic multi-objective optimisation. - María-Guadalupe Martínez-Peñaloza; Efrén Mezura-Montes; Alicia Morales-Reyes; Hernán E. Aguirre (Int. J. Bio Inspired Comput., 2021)

Evolutionary bi-objective optimization for the electric vehicle charging stand infrastructure problem. - Rolando Armas; Hernán E. Aguirre; Daniel Orellana (GECCO, 2022)

Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis. - Raphaël Cosson; Bilel Derbel; Arnaud Liefooghe; Sébastien Vérel; Hernán E. Aguirre; Qingfu Zhang 001; Kiyoshi Tanaka (GECCO, 2022)

Exploring the decision and objective space of SAT constrained multi-objective problems. - Felipe Honjo Ide; Hernán E. Aguirre; Minami Miyakawa; Darrell Whitley (GECCO Companion, 2022)

A Study on Multi-Objective Optimization of Epistatic Binary Problems Using Q-learning. - Yudai Tagawa; Hernán E. Aguirre; Kiyoshi Tanaka (IJCCI, 2023)

Enhancing ε-Sampling in the AεSεH Evolutionary Multi-Objective Optimization Algorithm. - Yu Takei; Hernán E. Aguirre; Kiyoshi Tanaka (IJCCI, 2023)

Challenging test problems for multi- and many-objective optimization. - Saúl Zapotecas Martínez; Carlos A. Coello Coello; Hernán E. Aguirre; Kiyoshi Tanaka (Swarm Evol. Comput., 2023)

Solving Simultaneous Continuous Multi-Objective FlipIt Games Using Co-Evolutionary Computation. - Rui Leite; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2024)

Distributed Bit Climbing Algorithm for Binary Multi-objective Optimization. - Yudai Tagawa; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2024)

Repeated ε-Sampling for Many-Objective Optimization. - Yu Takei; Hernán E. Aguirre; Kiyoshi Tanaka (CEC, 2024)

Simple Distributed Bit Climber for Many-objective Optimization of Binary Epistatic Problems. - Yudai Tagawa; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO Companion, 2024)

Studying the Relationship Between Crossover Features and Performance on MNK-Landscapes Using Regression Models. - Teruhisa Nakashima; Hernán E. Aguirre; Kiyoshi Tanaka (IJCCI, 2024)

Multi-objective Random Bit Climbers with Weighted Permutation on Large Scale Binary MNK-Landscapes. - Felipe Honjo Ide; Hernán E. Aguirre; Kiyoshi Tanaka (PPSN (4), 2024)

Weights-Guided Random Bit Climber for Binary Many-Objective Optimization. - Yudai Tagawa; Hernán E. Aguirre; Kiyoshi Tanaka (EMO (1), 2025)

An Evolutionary Algorithm for Solving Decision Space Constrained Multi-Objective Binary Optimization Problems. - Felipe Honjo Ide; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2025)

Key Insights into Estimating Nash Equilibria in Simultaneous Continuous Multiplayer Games Using Coevolutionary Algorithms. - Rui Leite; Hernán E. Aguirre; Kiyoshi Tanaka (GECCO, 2025)

An analysis of SAT constrained MNK-landscapes as benchmark problems for multi-objective evolutionary algorithms. - Felipe Honjo Ide; Hernán E. Aguirre; Minami Miyakawa; L. Darrell Whitley (Swarm Evol. Comput., 2025)

Repeated ε-Sampling for Many-Objective Optimization: A Study on MNK-Landscapes. - Yu Takei; Hernán E. Aguirre; Kiyoshi Tanaka (SN Comput. Sci., 2025)