Publicaciones en 2017


Publicaciones de los Investigadores

Artículos originales de los investigadores

Resumenes de participación en congresos nacionales e internacionales.



Artículos en revistas de divulgación científica y/o tecnológica.






  1. Chatterjee, S, Menezes, A and Rodríguez-Henríquez, F. On Instantiating Pairing-Based Protocols with Elliptic Curves of Embedding Degree One. IEEE  Transactions on Computers 2017 66(6): 1061-1070 DOI: 10.1109/TC.2016.2633340.
  2. Cruz-Reyes, L, Fernández, E, Sánchez, P, Coello, CAC and Gomez, C.  Incorporation of implicit decision-maker preferences in Multi-Objective Evolutionary Optimization using a multi-criteria classification method. Applied Soft Computing 2017 50: 48-57 DOI: 10.1016/j.asoc.2016.10.037.
  3.  de la Fraga, LG, Torres-Perez, E, Tlelo-Cuautle, E and Mancillas-Lopez, C. Hardware implementation of pseudo-random number generators based on chaotic maps. Nonlinear Dynamics 2017 90(3): 1661-1670 DOI: 10.1007/s11071-017-3755-z.
  4. Diaz-Manriquez, A, Toscano, G and Coello, CAC. Comparison of Metamodeling Techniques in Evolutionary Algorithms. Soft Computing 2017 21(19): 5647-5663 DOI: 10.1007/s00500-016-2140-z.
  5. Dibene, JC, Maldonado, Y, Vera, C, de Oliveira, M, Trujillo, L and Schutze, O. The ambulance location problem in Tijuana, Mexico. Computers in Biology and Medicine 2017 80: 107-115 DOI: 10.1016/j.compbiomed.2016.11.016. 
  6. Elsayed, S, Saker, R, and Coello, CAC. Sequence-based Deterministic Initialization for Evolutionary Algorithms. IEEE Transactions on Cybernetics 2017 47(9): 2911-2923 DOI: 10.1109/TCYB.2016.2630722.
  7. Elsayed, S, Saker, R, Ray, T and Coello CAC. Consolidated Optimization Algorithm for Resource-constrained Project Scheduling Problems. Information Sciences 2017 418: 346-362 DOI: 10.1016/j.ins.2017.08.023.  
  8. Falcon-Cardona, JG and Coello, CAC. A New Indicator-Based Many-Objective Ant Colony Optimizer for Continuous Search Spaces. Swarm Intelligence 2017 11(1): 71-100 DOI: 10.1007/s11721-017-0133-x. 
  9. Jafari, R, Yu, W and Li, XO. Fuzzy Differential Equations for Nonlinear System Modeling with Bernstein Neural Networks. IEEE Access 2017 4: 9428-9436 DOI:10.1109/ACCESS.2017.2647920.
  10. Mejía, JAH, Schutze, O, Cuate, O, Lara, A and Deb, K. RDS-NSGA-II: A Memetic Algorithm for Reference Point Based Multi-objective Optimization. Engineering Optimization. 2017 49(5): 828-845 DOI: 10.1080/0305215X.2016.1211127.
  11. Menchaca-Mendez, A and Coello, CAC. An alternative hypervolume-based selection mechanism for multi-objective evolutionary algorithms. Soft Computing 2017 21(4): 861-884 DOI: 10.1007/s00500-015-1819-x.
  12. Muñiz-Montero, C, García-Jiménez, LV, Sánchez-Gaspariano, LA, Sanchez-Lopez, C, Gonzalez-Diaz, VR and Tlelo-Cuautle, E. New alternatives for analog implementation of fractional order integrators, differentiators and PID controllers based on integer order integrators. Nonlinear Dynamics 2017 90(1): 241-256 DOI: 10.1007/s11071-017-3658-z.
  13. Pano-Azucena AD, Rangel-Magdaleno, JD, Tlelo-Cuautle, E and Quintas-Valles, AD. Arduino-Based Chaotic Secure Communication System Using Multi-Directional Multi-scroll Chaotic Oscillators. Nonlinear Dynamics 2017 87(4): 2203-2217 DOI: 10.1007/s11071-016-3184-4.
  14. Raheleh Jafari , Wen Yu , Xiaoou Li and Sina Razvar. Numerical Solution of Fuzzy Differencital Equations with Z-numbers Using Bernstein Neural Networks. International Journal of Computational Intelligence Systems 2017 10: 1226-1237. 1875-6891.
  15. Rosales-Perez, A, Garcia, S, Gonzalez, JA, Coello, CAC and Herrera, F. An Evolutionary Multi-Objective Model and Instance Selection for Support Vector Machines with Pareto-based Ensembles. IEEE Transactions on Evolutionary Computation 2017 21(6): 863-877 DOI: 10.1109/TEVC.2017.2688863.
  16. Rudolph, G, Schutze, O, Grimme, C, Dominguez-Medina, C and Trautmann, H. Optimal Averaged Hausdorff Archives for Bi-objective Problems: Theoretical and Numerical Results. Computational and Applied Optimization 2017 64(2): 589-618 DOI: 10.1007/s10589-015-9815-8.
  17. Sardahi, Y, Sun, JQ, Hernández, C and Schutze, O. Many-Objective Optimal and Robust Design of Proportional-Integral-Derivative Controls with a State Observer. Journal of Dynamic Systems, Measurement and Control-Transactions of the ASME 2017 139(2): Articulo 024502 DOI: 10.1115/1.4034749.
  18. Schutze, O, Alvarado, S, Segura, C and Landa, R. Gradient Subspace Approximation: A Direct Search Method for Memetic Computing. Soft Computing 2017 21(21): 6331-6350 DOI: 10.1007/s00500-016-2187-x.
  19. Tlelo-Cuautle, E, de la Fraga, LG, Pham, VT, Volos, C, Jafari, S and Quintas-Valles, AD. Dynamics, FPGA realization and application of a chaotic system with an infinite number of equilibrium points. Nonlinear Dynamics 2017 89(2): 1129-1139 DOI: 10.1007/s11071-017-3505-2.
  20. Wang, X, Pham, VT, Jafari, S, Volos, C, Muñoz-Pacheco, JM and Tlelo-Cuautle, E. A new chaotic system with stable equilibrium: From theoretical model to circuit implementation. IEEE Access 2017 5: 8851-8858 DOI: 10.1109/ACCESS.2017.2693301.
  21. Zhu, QL, Lin, QZ, Chen, WN, Wong, KC, Coello, CAC, Li, JQ, Chen, JY and Zhang, J. An External Archive-Guided Multi-objective Particle Swarm Optimization Algorithm. IEEE Transactions on Cybernetics 2017 47(9): 2794-2808 DOI: 10.1109/TCYB.2017-2710133.




1. Aleksey Zhuvikin , Valery I. Korzhik and Guillermo Morales-Luna. Semi-Fragile Image Authentication based on CFD and 3-Bit Quantization. Indian Journal of Science and Technology 2017 9(48): 1-7. 0974-6846 DOI: 10.17485/ijst/2016/v9i48/109167. 

2. Nancy Pérez, Oliver Cuate González, Oliver Schütze y Alejandro Alvarado. Including Users Preferences in the Decision Making for Discrete Many Objective Optimization Problems. Computación y Sistemas 2017 20(4): 589-607 Publicado en Diciembre 2016, pero no fue usado en reporte de ese mismo año.

3.  Victor Yakovlev , Valery I. Korzhik, Pavel Mylnikov and Guillermo Morales-Luna. Outdoor Secret Key Agreement Scenarios Using Wireless MIMO Fading-Channels. International journal of Computer Science and Applications 2017 14(1): 1-25.

4.  Yousef Naranjani , Carlos Hernández , Fu Rui Xiong , Oliver Schütze and Jian Qiao Sun. A hybrid method of evolutionary algorithm and simple cell mapping for multi-objective optimization problems. International Journal of Dynamics and Control 2017 5(3): 570-582 DOI: 10.1007/s40435-016-0250-1.






2017 IEEE Congress on Evolutionary Computation 2017-01-05 - 2017-06-08 San Sebastián España:

1. Alejandro Rosales-Pérez, Andrés E. Gutiérrez-Rodríguez, José C. Ortiz-Bayliss, Hugo Terashima-Marín and Carlos A. Coello Coello. Evolutionary Multilabel Hyper-Heuristic Design. p. 2622-2629.

2. Andrés E. Gutiérrez-Rodríguez, José C. Ortiz-Bayliss, Alejandro Rosales-Pérez, Iván M. Amaya-Contreras, Santiago E. Conant-Pablos, Hugo Terashima-Marín and Carlos A. Coello Coello. Applying Automatic Heuristic-Filtering to Improve Hyper-heuristic Performance. p. 2638-2644.

3. Edgar Manoatl Lopez and Carlos A. Coello Coello. Improving the Integration of the IGD434343 Indicator into the Selection Mechanism of a Multi-objective Evolutionary Algorithm. p. 2683-2690.

4. Iván Amaya , José Carlos Ortiz-Bayliss, Andrés Eduardo Gutiérrez-Rodríguez, Hugo Terashima-Marín and Carlos A. Coello Coello. Improving Hyper-heuristic Performance Through Feature Transformation. p. 2614-2621.


Evolutionary Multi-Criterion Optimization, 9th International Conference, EMO 2017 2017-03-19 - 2017-03-22 Münster Alemania:

5. Miriam Pescador-Rojas, Raquel Hernández Gómez, Elizabeth Montero , Nicolás Rojas-Morales, María-Cristina Riff and Carlos A. Coello Coello. An Overview of Weighted and Unconstrained Scalarizing Functions. Vol. 10173 p. 499-513. Springer, Lecture Notes in Computer Science Vol. 10173.

6. Oliver Cuate , Bilel Derbel , Arnaud Liefooghe , El-Ghazali Talbi and Oliver Schütze. An Approach for the Local Exploration of Discrete many Objective Optimization Problems. p. 135-150. Springer, Lecture Notes in Computer Science Vol. 10173.


30th Canadian Conference on Artificial Intelligence 2017-05-16 - 2017-05-19 Canada:

7. Juan Martínez Miranda and Matías Alvarado. Modelling Personality-Based Individual Differences in the Use of Emotion Regulation Strategies. Vol. 10233 p. 361-372.


2017 IEEE International Symposium on Circuits and Systems 2017-05-28 - 2017-05-31 Baltimore Maryland USA:

8. José C. Núñez Pérez, Edgar Allende-Chávez, J. R. Cárdenas-Valdez and Esteban Tlelo-Cuautle. Coefficient Extraction for MPM Using LSE, ORLS and SLS Applied to RF-PA Modeling. p. 1518-1521. DOI: 10.1109/ISCAS.2017.8050649.


2017 14th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design 2017-06-12 - 2017-06-15 Giardini Naxos, Italia:

9. A.D. Pano-Azucena, E. Tlelo-Cuautle, L.G. de la Fraga, C. Sánchez-López, J.J. Rangel-Magdaleno and Sheldon X.-D. Tan. Prediction of Chaotic Time-Series with Different MLE Values using FPGA-based ANNs. DOI: 10.1109/SMACD.2017.7981603.

10. Amel Garbaya , Mouna Kotti , Mourad Fakhfakh and Esteban Tlelo Cuautle. On the Accurate Modeling of Analog Circuits via the Kriging Metamodeling Technique. DOI: 10.1109/SMACD.2017.7981603.


Pattern Recognition, 9th Mexican Conference, MCPR 2017 2017-06-21 - 2017-06-24 Huatulco, México

11. Afraz Z. Syed, A.M. Martínez Enríquez, Akhzar Nazir , Muhammad Aslam and Rida Hijab Basit. Mining the Urdu Language-Based Web Content for Opinion Extraction. p. 244-253. Springer, Lecture Notes in Computer Science Vol. 10267.

12. Rida Hijab Basit, Muhammad Aslam , A.M. Martínez Enríquez and Afraz Z. Syed. Semantic Similarity Analysis of Urdu Documents. p. 234-243.


19th International Conference on Human Computer Interaction 2017-07-09 - 2017-07-14 Vancouver Canada:

13. Ana Georgina Huerta Guerrero, Erika Hernández Rubio and Amilcar Meneses Viveros. Interaction Modalities for Augmented Reality in Tablets for Older Adults. Vol. 714 p. 427-434. Springer, Communications in Computer and Information Science book series Vol. 714.


Human Aspects of IT for the Aged Population. Applications, Services and Contexts, Third International Conference, ITAP 2017 2017-07-09 - 2017-07-14 Vancouver, Canada:

14. Pedro Cruz Caballero, Amilcar Meneses-Viveros, Erika Hernández-Rubio and Oscar Zamora Arévalo. Distributed User Interfaces for Poppelreuters and Raven Visual Tests. Vol. 10298 p. 325-338. Springer, Lecture Notes in Computer Science Vol. 10298.


International Conference on Open and Innovative Education 2017-07-12 - 2017-07-14 Hong Kong:

15. Saima Munawar , Muhammad Hamid , Saba Khalil Toor, Muhammad Aslam and A.M. Martínez Enríquez. Pedagogical Agent-based Cognitive Architecture for an Intelligent Virtual Laboratory Cloud-based HCL E-Learning Environment. p. 303-318.


2017 Genetic and Evolutionary Computation Conference 2017-07-15 - 2017-07-19 Berlin, Alemania:

16. Raquel Hernández Gómez and Carlos A. Coello Coello. A Hyper-Heuristic of Scalarizing Functions. p. 577-584.


2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing 2017-08-15 - 2017-08-18 Cusco Perú:

17. Adriana C. Sanabria-Borbon, Esteban Tlelo-Cuautle, Luis Gerardo de la Fraga and Walter D. Leon-Salas. Symbolic Sensitivity Analysis in the Multi-Objective Optimization of CMOS Operational Amplifiers. DOI: 10-1109/INTERCON.2017.8079695.

18. Esteban Torres-Pérez, Luis Gerardo de la Fraga , Esteban Tlelo-Cuautle and Walter D. Leon-Salas. On the FPGA Implementation of Random Number Generators from Chaotic Maps. DOI:10-1109/INTERCON.2017.8079696. 5. Ana Dalia Pano-Azucena, Esteban Tlelo-Cuautle, Luis Gerardo.


7th International Conference on Mathematical Methods, Models and Architectures for Computer Network Security, MMM-ACNS 2017 2017-08-28 - 2017-08-30 Varsovia Polonia:

19. Valery Korzhik, Ivan Fedyanin , Artur Godlewski and Guillermo Morales-Luna. Steganalysis Based on Statistical Properties of the Encrypted Messages. p. 288-298. Springer. Lecture Notes in Computer Science Vol. 10446.


High Performance Computing, Third Latin American Conference, CARLA 2016, 2017-08-29 - 2017-09-02 Ciudad de México:

20. Nareli Cruz-Cortés, Eduardo Ochoa-Jiménez, Luis Rivera-Zamarripa and Francisco Rodríguez-Henríquez. A GPU Parallel Implementation of the RSA Private Operation. High Performance Computing. p. 188-203. Springer. Communications in Computer and Information Science book series Vol. 697.


Proceedings of the Federated Conference on Computer Science and Information Systems 2017-09-11 - 2017-09-14 Praga, República Checa:

21. Valery Korzhik, Vasily Alekseev and Guillermo Morales-Luna. Design of Audio Digital Watermarking System Resistant to Removal Attack. p. 647-652.


2017 IEEE International Conference on Systems, Man and Cybernetics 2017-10-05 - 2017-10-08 Banff, Canada:

22. Erick de la Rosa , Wen Yu and Xiaoou Li. Probability based fuzzy modeling. p. 1633-1638.


Mexican International Conference on Artificial Intelligence 2017-10-23 - 2017-10-28 Baja California México:

23. Madeeha Batool , Mirza Muhammad Waqar, Ana María Martínez-Enríquez and Aslam Muhammad. A Speech-Based Web Co-Authoring Platform for the Blind. p. 141-152. DOI


5th International Conference in Software Engineering Research and Innovation 2017-10-25 - 2017-10-27 Mérida Yucatán México:

24. de la Fraga, LG, Luis Gerardo de la Fraga , Esteban Tlelo-Cuautle and Ana Dalia Pano Azucena. On the Execution Time of a Computational Intensive Application in Scripting Languages. p. 149-152.


2017 IEEE Symposium Series on Computational Intelligence 2017-11-27 - 2017-12-01 Honolulu Hawaii:

25. J. Q. Sun and Oliver Schütze. A Hybrid Evolutionary Algortithm and Cell Mapping Method for Multi-Objective Optimization Problems. p. 492-500.


IEEE International Conference on Machine Learning and Applications 2017-12-18 - 2017-12-21 México:

26. Farooq Ahmad , Ayesha Sadiq , A.M. Martínez Enríquez, Muhammad Aslam , Waqas Anwar , Usama Ijas Bajwa, Mudasser Naseer and Sher Afzal Khan. Component based Architecture for the Control of Crossing Regions in Railway Networks. p. 540-545.


Theory and Practice of Natural Computing, 6th International Conference, TPNC 2017 2017-12-18 - 2017-12-20 Praga, República Checa:

27. Carlos A. Coello Coello. Recent Results and Open Problems in Evolutionary Multiobjective Optimization. p. 3-21. Springer. Lecture Notes in Computer Science Vol. 10687.








    1. Debrup Chakraborty , Sebati Ghosh , Cuauhtémoc Mancillas López and Palash Sarkar. FAST: A New Family os Secure and Efficient Tweakable Enciphering Schemes. Cryptology ePrint Archive 2017 Report 2017/849.

    2. Juan Carlos Ku Cauich, Guillermo Morales-Luna and Horacio Tapia Recillas. Proof of Correspondence between Keys and Encoding Maps in an Authentication Code. arXiv e-print service 2016 2017 http://arxiv.org7abs71703.08147 , 2017







1. Carlos Hernández , Oliver Schütze and Jia-Qiao Sun. Global Multi-objective Optimization by Means of Cell Mapping Techniques. EVOLVE A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII 2017: 25-56.

2. Carlos Muñiz-Montero, Luis A. Sánchez-Gaspariano, Carlos Sánchez-López, Víctor R. González Díaz and Esteban Tlelo-Cuautle. On the electronic realizations of fractional-order phase-lead-lag compensators with OpAmps and FPAAs. Studies in Computational Intelligence: Fractional Order Control and Synchronization of Chaotic Systems. 2017: 131-164 DOI: 10.1007/978-3-319-50249-6_5.

3. Juan Carlos Dibene , Yazmín Maldonado , Carlos Vera , Leonardo Trujillo , Mauricio de Oliveira and Oliver Schütze. The Ambulance Location Problem in Tijuana, Mexico. NEO 2015. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 2017: 409-441.

4. Luis Gerardo de la Fraga , Ivick Guerra-Gomez and Esteban Tlelo-Cuautle. On the Selection of Solutions in Multiobjective Analog Circuit Design. NEO 2015. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 2017: 377-389 held at September 23-25 2016 in Tijuana, México.

5. Saku Kukkonen and Carlos A. Coello Coello. Generalized Differential Evolution for Numerical and Evolutionary Optimization. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 2017: 253-279.

6. Saúl Zapotecas Martínez, Adriana Lara and Carlos A. Coello Coello. Hybridizing MOEAs with Mathematical-Programming Techniques. Decision Sciences. Theory and Practice 2017: 185-231 Boca Raton, Florida, USA, 2017.

7. Víctor Adrián Sosa Hernández, Adriana Lara , Heike Trautmann , Günter Rudolph and Oliver Schütze. The Directed Search Method for Unconstrained Paramter Dependent Multi-Objective Optimization Problems. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 2017: 281-330 held at September 23-25 2016 in Tijuana, México.

8. Zi Chang Qin , Fu Rui Xiong , Yousef Sardahi , Yousef Naranjani , Oliver Schütze and J. Q. Sun. Multi-objective Optimal Design of Nonlinear Controls. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 2017: 205-222 held at September 23-25 2016 in Tijuana, México.






1. Esteban Tlelo-Cuautle, Mourad Fakhfakh and Luis Gerardo de la Fraga. Analog Circuits: Fundamentals, Synthesis and Performance. NOVA Science Publishers, Inc. 2017, Esteban Tlelo-Cuautle, Mourad Fakhfakh, Luis Gerardo de la Fraga (Editors) edición, ISBN 978-1-53610-969-6

2. Heike Trautmann , Günter Rudolph , Kathrin Klamroth , Oliver Schütze, Margaret Wiecek , Yaochu Jin and Christian Grimme. Evolutionary Multi-Criterion Optimization, 9th International Conference, EMO 2017. Springer, Lecture Notes in Computer Science 2017, Heike Trautmann, Günter Rudolph, Kathrin Klamroth, Oliver Schütze, Margaret Wiecek, Yaochu Jin and Christian Grimme (Editors) edición, ISBN 978-3-319-54156-3

3. Michael Emmerich , André Deutz , Oliver Schütze, Pierrick Legrand , Emilia Tantar and Alexandru Adrian Tantar. EVOLVE A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII,. Springer, Switzerland 2017, Michael Emmerich, André Deutz, Oliver Schütze, Pierrick Legrand, Emilia Tantar and Alexandru-Adrian Tantar (Editors) edición, ISBN 978-3-319-49324-4

4. Oliver Schütze, Leonardo Trujillo , Pierrick Legrand and Yazmín Maldonado. NEO 2015. Results of the Numerical and Evolutionary Optimization Workshop NEO 2015. Springer, Switzerland 2017, Oliver Schütze, Leonardo Trujillo, Pierrick Legrand and Yazmin Maldonado (Editors) edición, ISBN 1860-9503




I)  Patentes otorgadas

a) Nacionales

1. Amilcar Meneses Viveros, Sergio Víctor Chapa Vergara, Ana Laura Colín Pérez y José Antonio Hijar Miranda. Sistema de panel de video para contenido Web de un navegador. 2017 Número MX/a/2012/006672. Registro MX345915B: Febrero 16, 2017. Puesta en circulación: Marzo 10, 2017.

2. Anallely Olivares Toledo y Sonia Guadalupe Mendoza Chapa. Sistema y método para coordinación y sincronización de actividades en un entorno colaborativo. 2017 Título de patente no. 352343. Solicitud no. MX/a/2013/007595. Fecha de expedición: 13 de octubre de 2017

b) Extranjeras