Arturo Hernández Aguirre

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Incorporating Regular Vines in Estimation of Distribution Algorithms. EVOLVE 2013: 91-121

Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: The Gaussian Polytree EDA with Copula Functions and Mutations. EVOLVE 2013: 123-153

P. S. Ivvan Valdez, Arturo Hernández Aguirre, Salvador Botello: Adequate Variance Maintenance in a Normal EDA via the Potential-Selection Method. EVOLVE 2012: 221-235

Juan Pablo Serrano Rubio, Arturo Hernández Aguirre, Rafael Herrera Guzmán: A Conic Higher Order Neuron Based on Geometric Algebra and Its Implementation. MICAI (2) 2012: 223-235

Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: The gaussian polytree EDA for global optimization. GECCO (Companion) 2011: 69-70

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Dependence trees with copula selection for continuous estimation of distribution algorithms. GECCO 2011: 585-592

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Estimation of distribution algorithms based on copula functions. GECCO (Companion) 2011: 795-798

Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Global Optimization with the Gaussian Polytree EDA. MICAI (2) 2011: 165-176

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Mariano J. J. Rivera-Meraz, Enrique Raúl Villa Diharce: Using Gaussian Copulas in Supervised Probabilistic Classification. Soft Computing for Intelligent Control and Mobile Robotics 2011: 355-372

Alberto Ochoa Ortíz, Arturo Hernández Aguirre: Editorial. Computación y Sistemas 13(4) (2010)

Aurora Torres Soto, Eunice Esther Ponce-de-Leon-Senti, Arturo Hernández Aguirre, María Dolores Torres Soto, Elva Díaz-Díaz: A Robust Evolvable System for the Synthesis of Analog Circuits. Computación y Sistemas 13(4) (2010)

Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda, Cyntia Araiza Delgado: Combinational Circuit Design with Estimation of Distribution Algorithms. Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery 2010: 281-297

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: D-vine EDA: a new estimation of distribution algorithm based on regular vines. GECCO 2010: 359-366

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Mariano J. J. Rivera-Meraz, Enrique Raúl Villa Diharce: Supervised Probabilistic Classification Based on Gaussian Copulas. MICAI (2) 2010: 104-115

Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García (Eds.): Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6437, Springer 2010, isbn 978-3-642-16760-7

Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García (Eds.): Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6438, Springer 2010, isbn 978-3-642-16772-0

Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García (Eds.): 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Special Sessions, Revised Papers. IEEE Computer Society 2010, isbn 978-0-7695-4284-3

Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre: Uniformly Distributed Pareto Fronts through the maximin Selection Algorithm. International Journal on Artificial Intelligence Tools 18(2): 355-362 (2009)

Alberto Ochoa Ortíz, Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre: A Hybrid System Approach to Determine the Ranking of a Debutant Country in Eurovision. JCP 4(8): 713-720 (2009)

Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: The singly-linked ring topology for the particle swarm optimization algorithm. GECCO 2009: 65-72

Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda: Approximating the search distribution to the selection distribution in EDAs. GECCO 2009: 461-468

Rogelio Salinas-Gutiérrez, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Using Copulas in Estimation of Distribution Algorithms. MICAI 2009: 658-668

Arturo Hernández Aguirre, Raúl Monroy Borja, Carlos A. Reyes García (Eds.): MICAI 2009: Advances in Artificial Intelligence, 8th Mexican International Conference on Artificial Intelligence, Guanajuato, México, November 9-13, 2009. Proceedings. Lecture Notes in Computer Science 5845, Springer 2009, isbn 978-3-642-05257-6

Arturo Hernández Aguirre, Enrique Raúl Villa Diharce, Selma Barba-Moreno: An estimation distribution algorithm with the spearman's rank correlation index. GECCO 2008: 469-470

Pedro P. Mayorga-Alvarez, Arturo Hernández Aguirre: The directional EDA for global optimization. GECCO 2008: 473-474

Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda: Designing EDAs by using the elitist convergent EDA concept and the boltzmann distribution. GECCO 2008: 477-478

Giovanni Lizárraga Lizárraga, Arturo Hernández Aguirre, Salvador Botello Rionda: G-Metric: an M-ary quality indicator for the evaluation of non-dominated sets. GECCO 2008: 665-672

Giovanni Lizárraga Lizárraga, Arturo Hernández Aguirre, Salvador Botello Rionda: On the possibility to create a compatible--complete unary comparison method for evolutionary multiobjective algorithms. GECCO 2008: 759-760

Alberto Ochoa Ortíz, Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre: A hybrid system using PSO and data mining for determining the ranking of a new participant in Eurovision. GECCO 2008: 1713-1714

Arturo Hernández Aguirre, Enrique Raúl Villa Diharce, Carlos A. Coello Coello: Constraint handling techniques for a non-parametric real-valued estimation distribution algorithm. IEEE Congress on Evolutionary Computation 2007: 654-661

E. Islas Pérez, Carlos A. Coello Coello, Arturo Hernández Aguirre: Extraction and reuse of design patterns from genetic algorithms using case-based reasoning. Soft Comput. 9(1): 44-53 (2005)

Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre: Multiobjective Shape Optimization Using Estimation Distribution Algorithms and Correlated Information. EMO 2005: 664-676

Angel Eduardo Muñoz Zavala, Enrique Raúl Villa Diharce, Arturo Hernández Aguirre: Particle Evolutionary Swarm for Design Reliability Optimization. EMO 2005: 856-869

Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Particle Evolutionary Swarm Optimization Algorithm (PESO). ENC 2005: 282-289

Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Constrained optimization via particle evolutionary swarm optimization algorithm (PESO). GECCO 2005: 209-216

Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre: Multiobjective shape optimization with constraints based on estimation distribution algorithms and correlated information. GECCO 2005: 749-750

Angel Eduardo Muñoz Zavala, Arturo Hernández Aguirre, Enrique Raúl Villa Diharce: Particle Evolutionary Swarm Optimization with Linearly Decreasing epsilon-Tolerance. MICAI 2005: 641-651

Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler (Eds.): Evolutionary Multi-Criterion Optimization, Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings. Lecture Notes in Computer Science 3410, Springer 2005, isbn 3-540-24983-4

Carlos A. Coello Coello, Erika Hernández Luna, Arturo Hernández Aguirre: A Comparative Study of Encodings to Design Combinational Logic Circuits Using Particle Swarm Optimization. Evolvable Hardware 2004: 71-78

Erika Hernández Luna, Carlos A. Coello Coello, Arturo Hernández Aguirre: On the Use of a Population-Based Particle Swarm Optimizer to Design Combinational Logic Circuits. Evolvable Hardware 2004: 183-190

Arturo Hernández Aguirre, Ricardo Salem Zebulum, Carlos A. Coello Coello: Evolutionary Multiobjective Design targeting a Field Programmable Transistor Array. Evolvable Hardware 2004: 199-

Arturo Hernández Aguirre, Hector Damian Mendez Davila, Miguel Angel Moreles Vazquez: What Kernel Size Separates My Data?. ENC 2004: 220-224

Arturo Hernández Aguirre, Carlos A. Coello Coello: Evolutionary Synthesis of Logic Circuits Using Information Theory. Artif. Intell. Rev. 20(3-4): 445-471 (2003)

Carlos A. Coello Coello, Enrique Alba, Gabriel Luque, Arturo Hernández Aguirre: Comparing Different Serial and Parallel Heuristics to Design Combinational Logic Circuits. Evolvable Hardware 2003: 3-12

Arturo Hernández Aguirre, Carlos A. Coello Coello: Fitness Landscape and Evolutionary Boolean Synthesis using Information. Evolvable Hardware 2003: 13-16

Arturo Hernández Aguirre, Salvador Botello Rionda, Giovanni Lizárraga Lizárraga, Carlos A. Coello Coello: IS-PAES: A Constraint-Handling Technique Based on Multiobjective Optimization Concepts. EMO 2003: 73-87

Arturo Hernández Aguirre, Carlos A. Coello Coello: Gate-level Synthesis of Boolean Functions using Information Theory Concepts. ENC 2003: 268-

Arturo Hernández Aguirre, Salvador Botello Rionda, Giovanni Lizárraga Lizárraga, Carlos A. Coello Coello: IS-PAES: Evolutionary Multi-Objective Optimization with Constraint Handling. ENC 2003: 338-

Arturo Hernández Aguirre, Salvador Botello Rionda, Carlos A. Coello Coello, Giovanni Lizárraga Lizárraga: Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization. GECCO 2003: 573-584

Arturo Hernández Aguirre, Edgar C. González Equihua, Carlos A. Coello Coello: Synthesis of Boolean Functions Using Information Theory. ICES 2003: 218-227

Carlos A. Coello Coello, Erika Hernández Luna, Arturo Hernández Aguirre: Use of Particle Swarm Optimization to Design Combinational Logic Circuits. ICES 2003: 398-409

Carlos A. Coello Coello, Arturo Hernández Aguirre: Design of combinational logic circuits through an evolutionary multiobjective optimization approach. AI EDAM 16(1): 39-53 (2002)

John F. Vassilopoulos, Cris Koutsougeras, Arturo Hernández Aguirre: On the Problem of Training the Coulomb Energy Network. International Journal on Artificial Intelligence Tools 11(4): 475-497 (2002)

Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles: Sample Complexity for Function Learning Tasks Through Linear Neural Networks. International Journal on Artificial Intelligence Tools 11(4): 499-511 (2002)

Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre, Carlos A. Coello Coello: Efficient Affine 2D-image Registration Using Evolutionary Strategies. GECCO 2002: 1263

E. Islas Pérez, Carlos A. Coello Coello, Arturo Hernández Aguirre, Alejandro Villavicencio Ramírez: Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits. MICAI 2002: 128-137

Arturo Hernández Aguirre, Cris Koutsougeras, Bill P. Buckles: Sample Complexity for Function Learning Tasks through Linear Neural Networks. MICAI 2002: 262-271

Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre, José L. Marroquín, Carlos A. Coello Coello: Robust Multiscale Affine 2D-Image Registration through Evolutionary Strategies. PPSN 2002: 740-748

Arturo Hernández Aguirre, Bill P. Buckles, Carlos A. Coello Coello: On Learning kDNF^s_n Boolean Formulas. Evolvable Hardware 2001: 240-248

E. Islas Pérez, Carlos A. Coello Coello, Arturo Hernández Aguirre: Extraction of Design Patterns from Evolutionary Algorithms Using Case-Based Reasoning. ICES 2001: 244-255

Arturo Hernández Aguirre, Bill P. Buckles, Carlos A. Coello Coello: GA-Based Learning of kDNF_n^s Boolean Formulas. ICES 2001: 279-290

Carlos A. Coello Coello, Alan D. Christiansen, Arturo Hernández Aguirre: Towards automated evolutionary design of combinational circuits. Computers & Electrical Engineering 27(1): 1-28 (2000)

Carlos A. Coello Coello, Arturo Hernández Aguirre, Bill P. Buckles: Evolutionary Multiobjective Design of Combinational Logic Circuits. Evolvable Hardware 2000: 161-172

Carlos A. Coello Coello, Rosa Laura Zavala Gutierrez, Benito Mendoza García, Arturo Hernández Aguirre: Ant Colony System for the Design of Combinational Logic Circuits. ICES 2000: 21-30

Arturo Hernández Aguirre, Bill P. Buckles, Antonio Martínez-Alcántara: The probably approximately correct (PAC) population size of a genetic algorithm. ICTAI 2000: 199-202

Arturo Hernández Aguirre, Bill P. Buckles, Carlos A. Coello Coello: A Genetic Programming Approach to Logic Function Synthesis by Means of Multiplexers. Evolvable Hardware 1999: 46-53