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Departamento de Ingeniería de Sistemas y Computación Universidad Nacional de Colombia Bogota, Colombia. German Hernandez
A.S. Gomez. and G. Hernandez. Utilización de las máquinas con vectores de soporte para regresión: M2 de construcción en Bogotá. Avances En Sistemas E Informática: (6)2, 2009. Dipankar Dasgupta, German Hernandez, Deon Garrett, Pavan Kalyan Vejandla, Aishwarya Kaushal, Ramjee Yerneni, James Simien. A Comparison Of Multiobjective Evolutionary Algorithms with Informed Initialization and KuhnMunkres Algorithm For The Sailor Assignment Problem. Proceedings of the 2008 GECCO conference on Genetic and evolutionary computation, ACM New York, NY, USA , 2008. J. García , G. Hernández and J.C. Galeano. Cooperation, Solution Concepts and Longterm Dynamics in the Iterated Prisoner's Dilemma, In the proceedings of the Congress on Evolutionary Computation (CEC), IEEE Press, Vancouver, CA,2006. G Hernandez. Uso de Applets para la enseñanza de aspectos probabilísticos en análisis y diseño de algoritmos, en Experiencias significativas en innovación pedagógica, G Hernandez and F.A. Vargas (Eds.) Universidad Nacional de Colombia, Dirección Académica, Sede Bogotá – 2006 .ISBN : 9789587017809 G Hernandez and F.A. Vargas (Eds.), Experiencias significativas en innovación pedagógica Universidad Nacional de Colombia, Dirección Académica, Sede Bogotá – 2006 .ISBN : 9789587017809 D.F. Delgado, D.F. Vidal, G. Hernández. Evolutionary Design of Pseudorandom Sequence Generators based on Cellular Automata and its applicability in current Cryptosystems. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO2006, ACM Press. 2006 G. Hernandez, L. Bobadilla and O. Sanchez. A Genetic Word Clustering Algorithm In the proceedings of the Congress on Evolutionary Computation (CEC), IEEE Press, Edinburg, Scotland, UK,.2005. G. Hernandez, K. Wilder, F. Niño and J. Garcia., Towards a SelfStopping Evolutionary Algorithm using Coupling from the Past. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO2005, ACM Press. 2005 G. Hernandez, F. Nino, J. Garcia, D. Dasgupta. On Geometric and Statistical Properties of the Attractors of a Generic Evolutionary Algorithms, In the proceedings of the Congress on Evolutionary Computation (CEC), IEEE Press, Portland, Oregon, USA.2004. G. Hernandez, F. Amaya y F. Davila. Algoritmo Genético para la Clasificación de las Palabras de un Corpus (Spanish), Memorias del XIV Simposio Nacional de Estadística, Cartagena, Colombia 2004. G. Hernandez and J.C. Montoya., Experimental Analysis of Convergence in Evolutionary Algorithms. In Proceedings of CIAMAC, Eds. L.G. Torres et al. Thompson Pub. Co, 2001. G. Hernandez, F. Nino, Y. Garcia and K. Khouri. Stochastic Matching Agents. In Proceedings of the AROB 2001: Artificial Life and Robotics Conference, Oita, Japan Jan. 2001. D. Dasgupta, G. Hernandez and F. Nino. An Evolutionary Algorithm for Fractal Coding of Binary Images. In IEEE Transactions on Evolutionary Computation, Vol 4, No. 2, Pag. 172181 July 2000. F. Nino, G.Hernandez and A. Parra. Financial Time Series Modelling using Evolutionary Trained Random Iterated Neural Networks. In Proceedings of CIFER, 2000, March 2628, New York. G.Hernandez, A. Quas, F. Nino and D. Dasgupta. Equilibrium States of Random Iterated Random Maps Arising in Evolutionary Algorithms. In Proceedings of ISIC 2000 and FEA 2000 (Frontiers of Evolutionary Algorithms) Atlantic City, NJ, May 2000. F. Nino, F. Botelho, G. Hernandez and A. Quas, Random iterated neural networks as dynamical systems universal approximators, In Proceedings of the AROB 2000: Artificial Life and Robotics Conference, Oita, Japan Jan. 2000. F. Nino, G.Hernandez and D. Dasgupta. Evolutionary Design of Random Iterated Neural Networks. In Intelligent Engineering Systems through Artificial Neural Networks, Vol 9. C.H. Dagli et al (eds) ASME press, 1999. G.Hernandez, F. Nino, F. Botelho and A. Quas. Random Iterated Neural Networks: Asymptotic Behavior. In Intelligent Engineering Systems through Artificial Neural Networks, Vol 9. C.H. Dagli et al (eds) ASME press, 1999. G. Hernandez, J.A. Goldstein and F. Niño Stochastic differential models for evolutionary algorithms over continuous spaces. In Proceedings of Genetic and Evolutionary Computation Conference GECCO'99, Vol. 1, Ed. Wolfgang Banzhaf et al., page 863, Morgan Kauffman Publisher , San Francisco CA, 1999.. G. Hernandez, F. Niño ,and R. De Castro. On dynamical systems arising in nondeterministic object oriented programs. In Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics No. III, Vol. 1, Ed. Nagib Callos et al., page 226, Publications of the International Institute of Informatics and Systemics, Orlando, Fl, 1999. G. Hernandez, F. Niño ,and A. Quas. Ergodicity in evolutionary systems. In Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics No. III, Vol. 3, Ed. Nagib Callos et al. page 148, Publications of the International Institute of Informatics and Systemics, Oralndo, Fl, 1999. F. Niño , G. Hernandez and F. Bothelo. Associative Storage of information using ndimensional dynamical systems. In Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics No. III, Vol. 2, page 322, Publications of the International Institute of Informatics and Systemics, Florida, 1999. F. Niño, G. Hernandez and D. Dasgupta. On evolution of stochastic dynamical neural networks (poster). In Proceedings of Genetic and Evolutionary Computation Conference GECCO'99, Vol. 1, Ed. Wolfgang Banzhaf et al., page 801, Morgan Kauffman Publisher , San Francisco CA, 1999. G. Hernandez and F. Niño. Stochastic differential models for genetic algorithms. In Abstracts of the Papers Presented to the American Mathematical Society Vol. 20, No. 1, page 134,1999. G. Hernandez, G. Narasimhan and F. Niño. Evolutionary set matching. In Smart Engineering Systems: Neural Networks, Fuzzy Logic, Evolutionary Programming, and Rough Sets Vol. 8 . C.H. Dagli et al (eds) ASME press, 1998. G. Hernandez and D. Dasgupta. Texture segmentation with a cascade correlation neural network using Markov random fields. In Smart Engineering Systems: Neural Networks, Fuzzy Logic, Evolutionary Programming, and Rough Sets Vol. 8. C.H. Dagli et al (eds) ASME press,1998 . G. Hernández, J.J. Martinez L.F. Niño and L.G. Torres (Eds). Memories of First National Congress of Neurocomputation( Spanish), Colombian Academy of Natural, Physics and Exact Sciences, Collection Carlos Lleras, Bogota, Colombia, 1996. G. Hernández, L.F. Niño. Complex systems control theory (Spanish). in Memories of First National Congress of Neurocomputation), Colombian Academy of Natural, Physics and Exact Sciences, Collection Carlos Lleras, Bogota, Colombia, 1996. G. Hernández, L.F. Niño and L.G. Torres. Fundaments of neurocomputaion (Spanish). Ingeniería e Investigación No 1. 1995. G. Hernández, L.G. Torres Stochastic cellular automata. (Spanish) Lect. Mat. Vol 15, no. 2, 167191.1994. L.G. Torres, G. Hernández and L.F. Niño. Neural Networks(Spanish). Mem. of Tutorial, X Colloquium of Mathematics and Statistics. Bogota, Colombia. 1993.
National University. Bogota, Colombia. –– Research Grant for the Project: Evolutionary Training of Hidden Markov Models. National University. Bogota, Colombia. –– Research Grant for the Project: UnGrid developing a distributed supercomputer using the local network at UN Bogota. Rocky Mountain Mathematics Consortium –– Grant to attend the Graduate Summer School on Probabilistic Combinatorics at the University of Wyoming, Laramie, WY, June 2000. University of Utah – NSF Grant to attend Stochastics 2000 (Seminar on Stochastic Processes, 2000) at the University of Utah, Salt Lake City, UT. March 2000. IEEE grant award to attend the Conference on Computational Intelligence for Financial Engineering, New York, NY, March 2000. The University of Memphis – Student Government Association award to attend GECCO 99, Orlando FL, June 1999. The University of Memphis – Student Government Association award to attend ISIC 2000 and FEA (Frontiers of Evolutionary Algorithms) Atlantic City, NJ, May 2000. Faculty Research Award, School of Engineering, National University of Colombia,1993.
Garret, D. Ph.D., Computer Science, University of Memphis. May, 2008. Thesis: Multiobjective Fitness Landscape Analysis and the Design of Effective Memetic Algorithms. Advisor: Dipankar Dasgupta.
Sandoval J., Computational intelligence in financial engineering for emerging markets: Colombian case. Cavanzo A., Randomized distributed matching. Alonso, J., Modeling and simulation of the dynamics of promising forestall species using computational intelligence
Jaque, A. 2010 (In progress) A memetic algorithm: genetic and stochastic dynamic programming, for the vehicle routing problem with stochastic demands. Burbano, J. 2009. An experimental comparison of distributed algorithms simulating human detailers and an extension of the KuhnMunkres algorithm for the Sailor Assignment Problem (SAP), 2009. Gonzalez, J.G. Conductance and spectral clustering applied in the detection of link spam2007 Rojas S.L Coupled neural networks in candlestick FOREX prediction 2007 Gomez A.S. A SVM predictor for the real state tax appraisal in Bogota 2007 Moreno H. DPS based realtime image processing, 2006. Agudelo O.A. A traffic model for the UNBogotá campus communications data network 2006. Davila F., A Comparison between Ney and Genetic Algorithms for Stochastic Grammar Generation, 2004. Salas R., Evolutionary Training of Markov Decision Processes 2005. Martinez, M., Evolutionary training of Hidden Markov Models, 2002.
Vallejo and Lopez L.R. Indexing Image Data Bases. 1993 Arturo O.S. and Romero M.J. Image Distortion Correction using Associative Memories 1994 Vargaz E.M. Interactive Software Tool for Fractal Image Compression. 1996 Carvajal O. and Ayala. A. Image Animation based on 2DDynamics. 1996. Moreno A. And Orduz J.E. Texture Classification with Multilayer Recurrent Neural Networks 1996 Bohorquez C.L: And Camargo I.A. Automata Network Simulator. 1997. Chavarriaga J.E. and Chica J.A. Interactive Software Tool for Chaotic Dynamics Visualisation 1997. Montoya J.C. Speed of Convergence in Generic Genetic Algorithms, 2001. Vidal D. and Montoya. D. Evolutionary based Cellular Automata Based Pseudorandom Generators, 2004
Leandro Cortes, got his PhD. form U. of Chicago; Chicago, IL, 2009. Andres Parra, got his Ph.D. from Florida International University FL. 2009. Helga Duarte, got his PhD from Joseph Fourier U., France, 2009. Jose Ismael Peña, got his PhD student from Joseph Fourier, France. 2010. Jose Milet Rodriguez, Ph.D. student at U. of Memphis; Memphis, TN. Rodrigo Silva, Ph.D. student at U. of Memphis; Memphis, TN. Humberto Dorado , PhD student at Tokio University, Japan. Sergio Feo, PhD. student at the U. Freiburg, Germany. Sergio Roa, PhD. student at the U. Freiburg, Germany. Julian Garcia, PhD. student at the Free Univeitsy of Amsterdan, Netherlands. Jean Velez, PhD student at Pompeau Fabra, Barcelona, Spain. German Florez, PhD. Mississippi State U., Starkville, MI. Wilson Castro, PhD. student at the U. Kaiserslautern, Germany. Alexander Cardona, PhD. student at the U. Kaiserslautern, Germany. Miguel Rojas, PhD. student at the U. Kaiserslautern, Germany. David Moreno, PhD. student at the Technische Universiteit Eindhoven, Netherlands. Oscar Sanchez, PhD. student at University of Illinois UrbanaChampaign, IL Leonardo Bobadilla, PhD. student at University of Illinois UrbanaChampaign, IL Oscar Miguel Alonso, PhD. student at the Tokyo Institute of Technology , Japan
Programming (primary): JAVA, HTML, JavaScript, C++. (secondary): Parallaxis, C, Fortran, Pascal, Modula, Basic, Bash Shell, Csh Shell, Mathematica, MatLab, Zeus Agent Building Toolkit, Graphical applications using LEDA, GDK and QT on Linux. I have also experience installing, configuring and programming heterogeneous PC Unix based parallel clusters using PVM (Parallel Virtual Machine) and MPI (Message Passing Interface) Operating systems: Windows, Unix (Linux, Solaris,Ultrix, AIX), Mac OS. Hardware: Intel based PC’s, Silicon Graphics, Sun SPARC, IBM SP. 
Faculty of Mathematics and Computer science  Faculty of Mathematics and Computer Science  
Computer Science and applied mathematics  Faculty of Mathematics and Computer Science  
Mathematics and Computer Science in Hungarian  Didactics of Mathematics and Computer Science  
Faculty of Mathematics and Computer Science  Faculty of Mathematics and Computer science  
Книга является завершением более чем 5тысячелетнего периода в развитии «Учения о гармонии» В 2009 г международное издательство “World Scientific” опубликовало книгу: A. P. Stakhov. The Mathematics of Harmony. From Euclid...  Книга является завершением более чем 5тысячелетнего периода в развитии «Учения о гармонии» В 2009 г международное издательство “World Scientific” опубликовало книгу: A. P. Stakhov. The Mathematics of Harmony. From Euclid... 