Publications

Journal Publications

Conferences

Book Chapters

Technical Reports

General Audience Topics

 

Journal Publications:

1) Arturo Hernández Aguirre and Carlos Coello Coello. “Using Genetic Programming and Multiplexers for the Synthesis of Logic Circuits”. Journal of Engineering Optimization, Vol. 36, No. 2, 2004

2) Arturo Hernández Aguirre and Carlos Coello Coello. “Evolutionary Synthesis of Logic Circuits using Information Theory ”. Artificial Intelligence Review, Vol. 20, Nos. 3 y 4, pp 445-471, Deciembre 2003

3) Arturo Hernández Aguirre, Salvador Botello, Giovanni Lizárraga, and Carlos Coello Coello. “Handling Constraints using Multiobjective Optimization Concepts”, International Journal of Numerical Methods in Engineering, Vol 59, No. 13, 2004

4) Salvador Botello, Arturo Hernández Aguirre, Giovanni Lizárraga, and Carlos Coello. “ISPAES: un nuevo algoritmo evolutivo para la optimización de una o varias funciones objetivo sujetas a restricciones”. Métodos Numéricos para Cálculo y Diseño en Ingeniería. Vol 20, No. 2, julio de 2004

5) Eduardo Islas Pérez, Carlos Coello y Arturo Hernández Aguirre. “Extracting and Re-using Design Patterns from Genetic Algorithms using Case-Based Reasoning”. Journal of Engineering Optimization, Vol 35, No. 2, pp 121-141, 2003

6) Arturo Hernández Aguirre, C. Koutsougeras and B. P. Buckles. “Sample Complexity for function Learning tasks through Linear Neural Networks”. International Journal on Artificial Intelligence Tools, Vol 11, No. 4, pp 499-511, 2002

7) John Vasilopoulos, Cris Koutsogeras and Arturo Hernández Aguirre. “On the Problem of Training the Coulomb Energy Network”, International Journal on Artificial Intelligence Tools, Vol 11, No. 4, pp 475-497, 2002

8) Carlos Coello Coello and Arturo Hernández Aguirre. “Design of Combinational Logic Circuits through an Evolutionary Multiobjective Optimization Approach”. Artificial Intelligence for Engineering, Design, Analysis and Manufacture, Vol. 16, No. 1, pp 33-59, 2002

9) Coello Coello Carlos and Arturo Hernández Aguirre. “Automated Design of Combinational Logic Circuits using the Ant System”, Engineering Optimization, Vol. 34, No. 2, pp 109-127, 2002

10) Coello Coello Carlos, Alan Christiansen and Arturo Hernández Aguirre. “Towards Automated Evolutionary Design of Combinational Circuits”, Computers and Electrical Engineering: An International Journal, Vol. 27, No. 1, pp 1-28, 2001

11) Coello Coello Carlos and Arturo Hernández Aguirre. “Use of Evolutionary Techniques to Automate the Design of Combinational Circuits”, International Journal of Smart Engineering System Design, Vol 2, No. 4, pp 299-314, 2001

12) Carlos Coello Coello, Alan Christiansen and Arturo Hernández Aguirre. “Using a New GA Based Multiobjective Optimization Technique for the Design of Robot Arms”. Robotica, Cambridge University Press, Vol. 16, No. 4, pp. 401-414, 1998

 

Conferences:

- Salvador Botello, Arturo Hernández Aguirre, Giovanni Lizárraga, and Carlos Coello. “ISPAES: un nuevo algoritmo evolutivo para la optimización de una o varias funciones objetivo sujetas a restricciones”. Memorias del III Congreso sobre Métodos Numéricos y Ciencias Aplicadas, S. Gallegos, I. Herrera, et al. (Editores). Publicado por ITESM, Nuevo León , México, y CIMNE, Barcelona, España, 2004 (versión en CD)

- Hernández Aguirre Arturo, Salvador Botello, Giovanni Lizárraga y Carlos Coello. “IS-PAES: switching constraints on and off for multiobjective optimization”, en Proceedings of 2003 Congress on Evolutionary Computation CEC 2003, 8 -12 diciembre 2003, Canberra, Australia. Vol. 2, pp 1162-1169, IEEE Press, 2003

- Hernández Aguirre Arturo y Carlos Coello. “Gate-level Synthesis of Boolean functions using Information Theory Concepts”. Memorias del 4to. Encuentro Nacional de Computación, ENC’03. Tlaxcala, México, 8 al 12 de Septiembre de 2003, pp 268-275, IEEE Computer Society

- Hernández Aguirre Arturo, Salvador Botello, Giovanni Lizárraga, Carlos Coello. “ISPAES: Evolutionary Multiobjective Optimization with Constraint Handling”. Memorias del 4to. Encuentro Nacional de Computación, ENC’03. Tlaxcala, México, 8 al 12 de Septiembre de 2003, pp 268-275, IEEE Computer Society

- Hernández Luna Erika, Carlos Coello Coello y Arturo Hernández Aguirre. “Diseño de Circuitos Lógicos Combinatorios usando Optimización mediante Cúmulos de Partículas”, Memorias de la 9na. Conferencia de Ingeniería Electrica, CINVESTAV-IPN, México, D.F. Septiembre de 2003,
pp. 485--491

- Hernández Aguirre Arturo y Carlos Coello Coello. “Fitness landscape and Evolutionary Boolean Synthesis using Information Theory Concepts”. Proceedings of 2003 NASA-DoD Conference on Evolvable Hardware, Chicago, IL, USA. July 9-11, 2003. pp 13-16, IEEE Computer Society.

- Coello Coello Carlos, Enrique Alba, Gabriel Luque, Arturo Hernández Aguirre. “Comparing different serial and parallel heuristics to design combinational logic circuits”. Proceedings of 2003 NASA-DoD Conference on Evolvable Hardware, Chicago, IL, USA. July 9-11, 2003. pp 3-12, IEEE Computer Society.

- Hernández Aguirre Arturo, Salvador Botello, Carlos Coello y Giovanni Lizárraga. “Use of Multiobjective Concepts to Handle Constraints in Single-Objective Optimization”. Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2003, Chicago, IL, USA. July 12-16 2003. pp 573-584. Lecture Notes in Computer Science, Springer Verlag, 2003

- Hernández Aguirre Arturo. “On the use of Information Theory Concepts for evolutionary Boolean circuit design”. Memorias del Primer Congreso Mexicano de Computación Evolutiva, Guanajuato México, Mayo 28-30, 2003

- Hernández Aguirre Arturo, Salvador Botello Rionda, Giovanni Lizárraga y Carlos Coello. “ISPAES: A Constraint-handling technique based on Multiobjective Optimization Concepts”. In Evolutionary Multi-Criterion Optimization. Proceedings of the 2nd. International Conference, EMO 2003, Faro, Portugal, April 2003. Lecture Notes in Computer Science No. 2632, pp 73-87,
Springer Verlag, 2003

- Hernández Aguirre Arturo, Edgar González y Carlos Coello. “Synthesis of Boolean Functions using Information Theory”. In Evolvable Systems: From Biology to Hardware. Proceedings of the 5th International Conference, ICES2003, Trondheim, Norway, March 2003. Lecture Notes in Computer Science No. 2606, pp 218-227, Springer 2003

- Carlos Coello Coello, Erika Hernández Luna y Arturo Hernández Aguirre. “Use of Particle Swarm Optimization to Design Combinational Logic Circuits”. In Evolvable Systems: From Biology to Hardware. Proceedings of the 5th International Conference, ICES2003, Trondheim, Norway, March 2003. Lecture Notes in Computer Science No. 2606, pp398-409, Springer 2003

- Gómez Héctor, Arturo Hernández Aguirre, José Luis Marroquín y Salvador Botello Rionda. “Estratégias Evolutivas aplicadas al Registro de Imágenes”. Memorias del VII Congreso Iberoamericano de Reconocimiento de Patrones, CIARP 2002. 19 al 22 de Noviembre de 2002. pp 99-110. Publicado por: Instituto Politécnico Nacional, Centro de Investigación en Computación, México, en la Serie “Research in Computing Science”. ISBN 970189476-6

- Pérez Flores Ricardo y Arturo Hernández Aguirre. “Chunking Suave: un método de descomposición para el entrenamiento de Máquinas de Soporte Vectorial” . Memorias del VII Congreso Iberoamericano de Reconocimiento de Patrones, CIARP 2002. 19 al 22 de Noviembre de 2002. pp 301-312. Publicado por: Instituto Politécnico Nacional, Centro de Investigación en Computación, México, en la Serie “Research in Computing Science”. ISBN 970189476-6

- Botello RIonda Salvador, Arturo Hernández Aguirre y Giovanni Lizárraga Lizárraga. “Una técnica para manejo de restricciones aplicable a Optimización Evolutiva Multiobjetivo” . Memorias del XIII Congreso Nacional de Ingeniería Estructural. Puebla, Pue. pp 301-312 Noviembre de 2002

- Hernández Aguirre Arturo, Giovanni Lizárraga Lizárraga, Salvador Botello Rionda. “IS-PAES: A multiobjective optimization method with efficient constraint handling in high dimensional space”.Proceedings of the IUTAM Symposium on Evolutionary Methods in Mechanics, September 24-27, Cracow, Poland. 2002

- Gómez Héctor, González Arturo, Hernández Arturo, Marroquín José Luis, Coello Carlos. “Robust Multiscale Affine 2D-Image Registration through Evolution Strategies”. Parallel Problem Solving from Nature-PPSN VII. Proceedings of the 7th International Conference, Granada, Spain, September 2002. Lecture Notes in Computer Science No. 2439. pp 740--748 Springer Verlag, 2002

- Gómez García Fernando, Arturo González Vega, Arturo Hernández Aguirre, y Carlos Coello Coello. “Efficient Affine 2D-Image Registration using Evolutionary Strategies”, Proceedings of Genetic and Evolutionary Conference, GECCO-2002, pp 1263. New York, USA, Julio 9-13, Morgan Kaufmann, 2002

- Islas Pérez Eduardo, Carlos A. Coello Coello y Arturo Hernández Aguirre. “Extracting and Re-using Design Patterns from Genetic Algorithms using Case-Based Reasoning”. Workshop on Approximation and Learning in Evolutionary Computation. 2002 Genetic and Evolutionary Computation Conference. New York, NY. July 9, 2002, Morgan Kaufmann 2002

- Islas Pérez Eduardo, Carlos Coello y Arturo Hernández Aguirre. “Genetic Algorithms and Case-Based Reasoning as a Discovery and Learning Machine in the Optimization of Combinational Logic Circuits”, in Proceedings of Mexican International Conference on Artificial Intelligence MICAI’02. Mérida, México. pp 128—137, April 2002, Volume No. 2313 of the series Lecture Notes in Artificial Intelligence, Springer Verlag, 2002

- Hernández aguirre Arturo, Bill P. Buckles y Carlos Coello Coello. “Circuit Design using Genetic Programming: An Illustrative study”. 10th NASA Symposium on VLSI Design, Albuquerque, New Mexico, USA, March 20-21, IEEE Press, 2002

- Hernández Aguirre Arturo, Cris Koutsougeras and Bill P. Buckles. “Sample Complexity for Function Learning Tasks through Linear Neural Networks”, in Proceedings of Mexican International Conference on Artificial Intelligence MICAI’02. Mérida, México. pp 262—271, April 2002, Volume No. 2313 of the series Lecture Notes in Artificial Intelligence, Springer Verlag, 2002

- Coello Coello Carlos y Arturo Hernández Aguirre. “Use of Population-based Evolutionary Multiobjective Optimization Technique to Design Combinational Logic Circuits”. En Zozaya, Mejía, Noriega y sánchez (Editores), Memorias del 3er. Encuentro Internacional de Ciencias de la Computación, Tomo I, pp 95—104, Aguascalientes, Ags., México, Septiembre 2001

- Islas Pérez Eduardo, Carlos Coello Coello y Arturo Hernández Aguirre. “Use of Case-Based Reasoning to Extract Circuit Design Patterns from Genetic Algorithms”. En M.H. Hamza (editor), Proceedings of the IASTED International Conference, Intelligent Systems and Control, ISC’01, pp. 18--23, Clearwater, Tampa, Florida, USA. Noviembre 2001.

- Hernández Aguirre Arturo, Bill P. Buckles and Coello Coello Carlos. “GA-Based learning of k-DNF(s,n) Boolean Formulas”, in Proceedings of 4th International Conference ICES2001, Tokyo, Japan, October 2001. pp 279-290. Volume No. 2210 of the series Lecture Notes in Computer Science, Springer Verlag.

- Islas Pérez Eduardo, Carlos Coello Coello and Arturo Hernández Aguirre. “Extraction of Design Patterns from Evolutionary Algorithms using Case-Based Reasoning”. In Proceedings of 4th International Conference ICES2001, Tokyo, Japan, October 2001. pp 244-255. Volume No. 2210 of the series Lecture Notes in Computer Science, Springer Verlag.

- Hernández Aguirre Arturo, Bill P. Buckles and Carlos Coello Coello. “On Learning k-DNF(s,n) Boolean Formulas”, in Proceedings of The Third NASA/DoD Workshop on Evolvable Hardware, Long Beach, California. July 2001, pp 240-246 IEEE Computer Society Press

- Hernández Aguirre, Arturo, Buckles, Bill P. & Martínez Alcántara, Antonio. “The Probably Approximately Correct (PAC) population size of a Genetic Algorithm”, The Twelfth IEEE International Conference on Tools with Artificial Intelligence. Vancouver, British Columbia, Canada, November 13-15, 2000 pp 199-202. IEEE Computer Society Press

- Hernández Aguirre, Arturo, Buckles, Bill P. & Coello Coello, Carlos. “Evolutionary Synthesis of Logic Functions using Multiplexers”, ANNIE 2000, Smart Engineering System Design, University of Missouri-Rolla, November 5-8, 2000 pp 311-316 ASME Press

- Coello Coello, Carlos, Hernández Aguirre, Arturo, & Buckles, Bill P. “Evolutionary Multiobjective Design of Combinational Logic Circuits”. The Second NASA/DoD Workshop on Evolvable Hardware. Palo Alto, California, July 13-15, 2000 pp 161-170 IEEE Computer Society Press

- Hernández Aguirre, Arturo, Buckles, Bill P. & Coello Coello, Carlos. “Gate-level Synthesis of Boolean Functions using Binary Multiplexers and Genetic Programming”, CEC2000, Conference on Evolutionary Computation 2000, San Diego, California, july 16 – 19, 2000 pp 675-682

- Coello Coello Carlos & Hernández Aguirre, Arturo. “Ant Colony System for the Design of Combinational Logic Circuits”, Evolvable Systems: From Biology to Hardware. Third International Conference, ICES2000. Edinburgh, Scotland, UK, April 2000 pp 21-30 Proceedings published as Lecture Notes in Computer Science No.1801. Springer Verlag

- Hernández Aguirre, Arturo, Koutsougeras, Cris & Buckles, Bill P. “On Model Selection in SLT and Linear Basis Neural Networks” International Joint Conf. Neural Networks’99. Washington DC. July 10, 1999. pp 654

- Hernández Aguirre, Arturo, Coello Coello, Carlos & Buckles, Bill P. “A Genetic Programming Approach to Logic Function Synthesis by means of Multiplexers”. First NASA Conference on Evolvable Hardware’99. Pasadena, California. July 22, 1999 pp 46-53 IEEE Computer Society Press

- Coello Coello, Carlos, Christiansen, Alan D. & Hernández Aguirre, Arturo. “Diseño óptimo de Circuitos Logicos Usando Algoritmos Geneticos”, Memorias del Primer Encuentro de Computación ENC-97, Septiembre 1997, Querétaro, México. pp 1-10 Taller de Aprendizaje

- Coello Coello, Carlos, Christiansen, Alan D. & Hernández Aguirre, Arturo. “Automated Design of Combinational Logic Circuits Using Genetic Algorithms”. Proceedings of the International Conference on Artificial Neural Nets And Genetic Algorithms, ICANNGA’97, April 2-4 1997. University of East Anglia, Norwich, England pp 335-338 Springer Verlag

- Coello Coello, Carlos, Christiansen, Alan D. & Hernández Aguirre, Arturo. “Using Genetic Algorithms to Design Combinational Logic Circuits. ANNIE’96.” Intelligent Engineering through Artificial Neural Networks. November1996. pp 391-396 ASME Press

- Coello Coello, Carlos, Christiansen, Alan D. & Hernández Aguirre, Arturo. “Use of Genetic Algorithms for Multiobjective Optimization of Counterweight Balancing of Robot Arms”, EXPERSYS-95. The Seventh International Conference on Artificial Intelligence and Expert Systems Applications. November 9-10, 1995, San Francisco, California. Pp 243-248

- Coello Coello, Carlos, Christiansen, Alan D. & Hernández Aguirre, Arturo. “Multiobjective Design Optimization of Counterweight Balancing of a Robot Arm using Genetic Algorithms”. Tools with Artificial Intelligence, TAI’95, November 5-8, 1995. Washington DC. Pp 20-23 IEEE Computer Society Press

- Hernández Aguirre, Arturo. “Sistemas Geograficos para la Planeación Urbana”, CICOMP ’92 Primer Congreso de Informática y Ciencias de la Computación. Guatemala, Guatemala, C.A.


 

 

Book Chapters:

- Arturo Hernández Aguirre. “Evolvable Hardware Techniques for Gate-Level Synthesis of Combinational Circuits”, en Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations. M. Graña y R. Duro, (Editores), Capítulo 12, pp 160-178, Springer Verlag, 2004 (en imprenta)

- Arturo Hernández Aguirre, et al.. “IS-PAES: Multiobjective optimization with Efficient Constraint Handling”, en Evolutionary Methods in Mechanics, T. Burczynski y A. Osyczka, Editores, Kluwer Academic Publishers, 2004 (en imprenta)

- Arturo Hernández Aguirre, et al. “Multiobjective Truss Optimization”, en Applications of Multi-objective Evolutionary Algorithms, Carlos A. Coello Coello y Gary B. Lamont, Editores. Word Scientific, 2004 (en proceso editorial)

 

Technical Reports:

- Arturo Hernández Aguirre y Carlos Coello. “Evolutionary Synthesis of Logic Circuits using Information Theory Concepts”. Comunicaciones del CIMAT No. I-03-02/30-01-2003,
Guanajuato, México 2003

- Coello Coello Carlos & Arturo Hernández Aguirre. “Design of Combinational Logic Circuits through an Evolutionay Multiobjective Optimization Approach”. Lania-RI-2000-05 (Technical Report), Laboratorio Nacional de Informática Avanzada, Xalapa, México, 2000

- Coello Coello Carlos & Arturo Hernández Aguirre . “Automated Design of Combinational Logic Circuits using the Ant System”. Lania-RI-2000-07 (Technical Report), Laboratorio Nacional de Informática Avanzada, Xalapa, México, 2000

- Hernández Aguirre, Arturo, Coello Coello Carlos, and Buckles Bill P. “Use of Genetic Programming to Synthesize Logic Functions”. Lania-RI-2000-01, (Technical Report) Laboratorio Nacional de Informática Avanzada, Xalapa, México, 2000

 

General Audience Topics:

- Hernández Aguirre, Arturo; Buckles, Bill P. & Coello Coello Carlos. “Evolutionary Estrategies: the German version of the Genetic Algorithm (Part II)”. Soluciones Avanzadas, enero 1999. México

- Hernández Aguirre, Arturo; Buckles, Bill P. & Coello Coello Carlos. Evolutionary Estrategies: the German version of the Genetic Algorithm (Part I)”. Soluciones Avanzadas, octubre 1999. México

- Hernández Aguirre, Arturo. “Introduction to Artificial Neural Networks”. Soluciones Avanzadas.
noviembre 1998. México.

- Juan A. Barragán, A. García, Arturo Hernández, A. Dominguez, Marcos Calderón. “Y la Computadora estaba allí”. Revista Información Científica y Técnica del CONACyT, Vol. 14, No. 196, Enero de 1993, México

- Calderón Alzati, Enrique & Hernández Aguirre, Arturo. “Geografía de las Elecciones Presidenciales de México, 1988”. Fundación Arturo Rosenblueth, November 1988, México.

- Hernández Aguirre, Arturo.”Evolución de los Microprocesadores”, Revista de Computación 010,
Vol. 8, No. 19, Abril 1988. México

- Hernández Aguirre, Arturo. “Entre la Amiga y la IBM: Tarjeta A2088”, Revista de Computación 010,
Vol 7. No. 15, Noviembre 1987

- Hernández, Beatriz; Hernández Aguirre, Arturo & Calderón, Enrique. “GEOS: Sistema Geográfico”,
Revista de Computacion 010, Vol. 7, No. 14, Octubre 1987, México.

- Hernández Aguirre, Arturo. “Maquinas Virtuales y Programación”, Revista de Computación 010,
Vol. 7 No. 13, September 1987, México.

- Pascual Pablo y Arturo Hernández Aguirre. “Conozca los Modelos Printaform”, Revista de Computación 010, Vol 7. No. 7, Febrero 1987, México.