Arturo Hernández Aguirre

Orcid: 0000-0002-3744-9827

According to our database1, Arturo Hernández Aguirre authored at least 135 papers between 1995 and 2023.

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

Timeline

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Bibliography

2023
The Directed Multi-Objective Estimation Distribution Algorithm (D-MOEDA).
Math. Comput. Simul., December, 2023

Numerical Modeling of the Major Temporal Arcade Using BUMDA and Jacobi Polynomials.
Axioms, February, 2023

2022
A Broyden-based algorithm for multi-objective local-search optimization.
Inf. Sci., 2022

2020
Geometric probabilistic evolutionary algorithm.
Expert Syst. Appl., 2020

The Improvement Direction Mapping Method.
Proceedings of the Advances in Soft Computing, 2020

Computation of the improvement directions of the Pareto front and its application to MOEAs.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

COLSHADE for Real-World Single-Objective Constrained optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A hybrid estimation of distribution algorithm for the vehicle routing problem with time windows.
Comput. Ind. Eng., 2019

On the selection of the optimal topology for particle swarm optimization: a study of the tree as the universal topology.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
Symbolic Regression by Means of Grammatical Evolution with Estimation Distribution Algorithms as Search Engine.
Proceedings of the Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications, 2018

An evolutionary algorithm using spherical inversions.
Soft Comput., 2018

Interactive System for the Analysis of Academic Achievement at the Upper-Middle Education in Mexico.
Computación y Sistemas, 2018

A hybrid estimation of distribution algorithm for flexible job-shop scheduling problems with process plan flexibility.
Appl. Intell., 2018


2017
Differential Evolution with Self-adaptive Gaussian Perturbation.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Improving Diversity in Evolutionary Algorithms: New Best Solutions for Frequency Assignment.
IEEE Trans. Evol. Comput., 2017

A Distance Measure for Building Phylogenetic Trees: A First Approach.
Res. Comput. Sci., 2017

Análisis y diseño de operadores de cruce basados en el cruce binario simulado.
Res. Comput. Sci., 2017

Hyperconic Multilayer Perceptron.
Neural Process. Lett., 2017

A multi-objective decomposition-based evolutionary algorithm with enhanced variable space diversity control.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
A Novel Diversity-Based Replacement Strategy for Evolutionary Algorithms.
IEEE Trans. Cybern., 2016

Probability model to solve the school bus routing problem with stops selection.
Int. J. Comb. Optim. Probl. Informatics, 2016

Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm.
Comput. Intell. Neurosci., 2016

A novel Gaussian matched filter based on entropy minimization for automatic segmentation of coronary angiograms.
Comput. Electr. Eng., 2016

Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization.
Biomed. Signal Process. Control., 2016

On the performance of nature inspired algorithms for the automatic segmentation of coronary arteries using Gaussian matched filters.
Appl. Soft Comput., 2016

Estimation of Distribution Algorithms Based on the Beta Distribution for Bounded Search Spaces.
Proceedings of the Advances in Soft Computing, 2016

Using Mutual Information to Build Dynamic Neighbourhoods for Particle Swarm Optimisation.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Finding Interactions or Relationships between Customer Orders for Building Better Batches by Means of an Estimation of Distribution Algorithm-based Approach for the Online Order Batching Problem.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

The importance of diversity in the application of evolutionary algorithms to the Sudoku problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Segmentation of Coronary Angiograms Using a Vesselness Measure and Evolutionary Thresholding.
Proceedings of the Design of Intelligent Systems Based on Fuzzy Logic, 2015

Design optimization of a cable-based parallel tracking system by using evolutionary algorithms.
Robotica, 2015

Evolución diferencial con perturbaciones Gaussianas.
Res. Comput. Sci., 2015

An Estimation of Distribution Algorithm based Approach for the Order Batching Problem.
Res. Comput. Sci., 2015

The Importance of Proper Diversity Management in Evolutionary Algorithms for Combinatorial Optimization.
Proceedings of the NEO 2015, 2015

Hyperconic multilayer perceptron for function approximation.
Proceedings of the IECON 2015, 2015

A Novel Diversity-based Evolutionary Algorithm for the Traveling Salesman Problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

An Estimation of Distribution Algorithm based on the Natural Gradient and the Boltzmann Distribution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Designing the Boltzmann Estimation of Multivariate Normal Distribution: Issues, goals and solutions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Copula selection for graphical models in continuous Estimation of Distribution Algorithms.
Comput. Stat., 2014

Repairing normal EDAs with selective repopulation.
Appl. Math. Comput., 2014

A New EDA by a Gradient-Driven Density.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Time Series Forecasting with PSO-Optimized Neural Networks.
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

A Boltzmann Multivariate Estimation of Distribution Algorithm for Continuous Optimization.
Proceedings of the ECTA 2014, 2014

Function Optimization in Conformal Space by Using Spherical Inversions and Reflections.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

SEA: an evolutionary algorithm based on spherical inversions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
The Gaussian Polytree EDA with Copula Functions and Mutations.
Proceedings of the EVOLVE, 2013

Incorporating Regular Vines in Estimation of Distribution Algorithms.
Proceedings of the EVOLVE, 2013

A Boltzmann based estimation of distribution algorithm.
Inf. Sci., 2013

Color Image Segmentation with a Hyper-Conic Multilayer Perceptron.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

Bat algorithm to improve a Financial Trust Forest.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013

Explicit Exploration in Estimation of Distribution Algorithms.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Building multivariate density functions based on promising direction vectors.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Constrained evolutionary optimization of a distillation train in chemical engineering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
A Conic Higher Order Neuron Based on Geometric Algebra and Its Implementation.
Proceedings of the Advances in Computational Intelligence, 2012

Implementation of a Mobile Device to Determine Danger in a Great City Based on Ubiquity.
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012

Effective Structure Learning in Bayesian Network Based EDAs.
Proceedings of the EVOLVE, 2012

Adequate Variance Maintenance in a Normal EDA via the Potential-Selection Method.
Proceedings of the EVOLVE, 2012

Mobile Device to Measure Ubiquitous Danger in a Great City Based on Cultural Algorithms.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2011
Using Gaussian Copulas in Supervised Probabilistic Classification.
Proceedings of the Soft Computing for Intelligent Control and Mobile Robotics, 2011

Global Optimization with the Gaussian Polytree EDA.
Proceedings of the Advances in Soft Computing, 2011

Analysis of Cyber-bullying in a virtual social networking.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

The gaussian polytree EDA for global optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Estimation of distribution algorithms based on copula functions.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dependence trees with copula selection for continuous estimation of distribution algorithms.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
A Robust Evolvable System for the Synthesis of Analog Circuits.
Computación y Sistemas, 2010

Editorial.
Computación y Sistemas, 2010

Supervised Probabilistic Classification Based on Gaussian Copulas.
Proceedings of the Advances in Soft Computing, 2010

D-vine EDA: a new estimation of distribution algorithm based on regular vines.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Combinational Circuit Design with Estimation of Distribution Algorithms.
Proceedings of the Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, 2010

2009
Resolution of a Combinatorial Problem using Cultural Algorithms.
J. Comput., 2009

A Hybrid System Approach to Determine the Ranking of a Debutant Country in Eurovision.
J. Comput., 2009

Dyoram's Representation Using a Mosaic Image.
Int. J. Virtual Real., 2009

Uniformly Distributed Pareto Fronts through the maximin Selection Algorithm.
Int. J. Artif. Intell. Tools, 2009

Using Copulas in Estimation of Distribution Algorithms.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

The singly-linked ring topology for the particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Approximating the search distribution to the selection distribution in EDAs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

A benchmark for quality indicators in multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Identify an Adequate Anthropometry to Water Polo Using Social Data Mining.
Proceedings of the CONIELECOMP 2009, 2009

2008
Constrained optimization with an improved particle swarm optimization algorithm.
Int. J. Intell. Comput. Cybern., 2008

Some Demonstrations about the Cardinality of Important Sets of Non-dominated Sets.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

A Set of Test Cases for Performance Measures in Multiobjective Optimization.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Hybrid System to Determine the Ranking of a Returning Participant in Eurovision.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Designing EDAs by using the elitist convergent EDA concept and the boltzmann distribution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

A hybrid system using PSO and data mining for determining the ranking of a new participant in Eurovision.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

The directional EDA for global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

On the possibility to create a compatible--complete unary comparison method for evolutionary multiobjective algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

G-Metric: an M-ary quality indicator for the evaluation of non-dominated sets.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

An estimation distribution algorithm with the spearman's rank correlation index.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Determining the Ranking of a New Participant in Eurovision Using Cultural Algorithms and Data Mining.
Proceedings of the 18th International Conference on Electronics, 2008

2007
Evolutionary multi-objective optimization.
Eur. J. Oper. Res., 2007

Constraint handling techniques for a non-parametric real-valued estimation distribution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
PESO+for Constrained Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Extraction and reuse of design patterns from genetic algorithms using case-based reasoning.
Soft Comput., 2005

Particle Evolutionary Swarm Optimization with Linearly Decreasing <i>epsilon</i>-Tolerance.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Constrained optimization via particle evolutionary swarm optimization algorithm (PESO).
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Multiobjective shape optimization with constraints based on estimation distribution algorithms and correlated information.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Particle Evolutionary Swarm Optimization Algorithm (PESO).
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

Particle Evolutionary Swarm for Design Reliability Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Multiobjective Shape Optimization Using Estimation Distribution Algorithms and Correlated Information.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004
What Kernel Size Separates My Data?.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

On the Use of a Population-Based Particle Swarm Optimizer to Design Combinational Logic Circuits.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

A Comparative Study of Encodings to Design Combinational Logic Circuits Using Particle Swarm Optimization.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Evolutionary Multiobjective Design targeting a Field Programmable Transistor Array.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

PASSSS: an implementation of a novel diversity strategy for handling constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Mutual information-based fitness functions for evolutionary circuit synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Evolutionary Synthesis of Logic Circuits Using Information Theory.
Artif. Intell. Rev., 2003

Use of Particle Swarm Optimization to Design Combinational Logic Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

Synthesis of Boolean Functions Using Information Theory.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2003

IS-PAES: Evolutionary Multi-Objective Optimization with Constraint Handling.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

Gate-level Synthesis of Boolean Functions using Information Theory Concepts.
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003

IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Comparing Different Serial and Parallel Heuristics to Design Combinational Logic Circuits.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

Fitness Landscape and Evolutionary Boolean Synthesis using Information.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

IS-PAES: switching constraints on and off for multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002
On the Problem of Training the Coulomb Energy Network.
Int. J. Artif. Intell. Tools, 2002

Sample Complexity for Function Learning Tasks Through Linear Neural Networks.
Int. J. Artif. Intell. Tools, 2002

Design of combinational logic circuits through an evolutionary multiobjective optimization approach.
Artif. Intell. Eng. Des. Anal. Manuf., 2002

Robust Multiscale Affine 2D-Image Registration through Evolutionary Strategies.
Proceedings of the Parallel Problem Solving from Nature, 2002

Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Efficient Affine 2D-image Registration Using Evolutionary Strategies.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001
Extraction of Design Patterns from Evolutionary Algorithms Using Case-Based Reasoning.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

GA-Based Learning of kDNF<sub>n</sub><sup>s</sup> Boolean Formulas.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

On Learning kDNF<sup>s</sup><sub>n</sub> Boolean Formulas.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
Towards automated evolutionary design of combinational circuits.
Comput. Electr. Eng., 2000

The probably approximately correct (PAC) population size of a genetic algorithm.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Ant Colony System for the Design of Combinational Logic Circuits.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Evolutionary Multiobjective Design of Combinational Logic Circuits.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

Gate-level synthesis of Boolean functions using binary multiplexers and genetic programming.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
On model selection in SLT and linear basis neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999

A Genetic Programming Approach to Logic Function Synthesis by Means of Multiplexers.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

1998
Using a new GA-based multiobjective optimization technique for the design of robot arms.
Robotica, 1998

1997
Automated Design of Combinational Logic Circuits by Genetic Algorithms.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1995
Multiobjective design optimization of counterweight balancing of a robot arm using genetic algorithms.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995


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