J. García, G.
Hernández and J.C.
Galeano. Cooperation,
Solution Concepts
and Long-term Dynamics in the Iterated Prisoner's Dilemma, In
the proceedings
of the Congress on Evolutionary Computation (CEC), IEEE Press,
Vancouver, CA,.2006.
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, GECCO-2006, 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 Self-Stopping Evolutionary Algorithm using Coupling from the Past.
In
Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO-2005,
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), Portland, Oregon,
USA.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 Image,
In IEEE Transactions on Evolutionary
Computation,
Vol 4, No. 2, July 2000.
F.
Nino, G.Hernandez and A. Parra. Financial
Time Series Modeling using Evolutionary Trained Random Iterated Neural
Networks. in Proceedings of CIFER, 2000, March 26-28, New
York. (postscript
version).
G.Hernandez,
A. Quas, F. Nino and D. Dasgupta. Equilibrium
States of Random Iterated Random Maps Arising in Evolutionary
Algorithms.
in Proceedings of of ISIC 2000 and FEA 2000
(Frontiers
of Evolutionary Algorithms) Atlantic City, NJ, May 2000. (postscript
version).
.
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. Intelligent
Engineering
Systems through Artificial Neural Networks, Vol 9. C.H. Dagli
et al (eds) ASME press, 1999. (postscript
version).
G.Hernandez,
F. Nino, F. Botelho and A. Quas. Random
Iterated
Neural Networks: Asymptotic Behavior. 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. (postscript
version).
G.
Hernandez,
F. Niño ,and R. De Castro. On
dynamical
systems arising in nondeterministic object oriented programs.
in Proceedings of the World Multicoinference 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 Multicoinference 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, Orlando, Fl, 1999.
F.
Niño , G.
Hernandez and F. Bothelo. Associative Storage
of information using n-dimensional dynamical systems. in
Proceedings of the World Multicoinference on Systemics, Cybernetics and
Informatics No. III, Vol. 2, page 322, Publications of the
International
Institute of Informatics and Systemics, Orlando, Florida, 1999.(postscript
version).
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 (1996), Bogota, Colombia.
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 (1996), Bogota, Colombia.
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. 15 (1994), no. 2, 167--191.
L.G. Torres, G.
Hernández
and L.F. Niño. Neural Networks(Spanish).
Mem. of Tutorial, X Colloquium of Mathematics
and
Statistics (1993) Bogota, Colombia.
TALKS
ANNIE 98 :
Artificial
Neural Networks in Engineering - 1998. . First
talk: Evolutionary Set Matching. and
Second talk: Texture Segmentation with a Cascade Correlation Neural
Network
using Markov Random Fields. November,
1998. Marriott Pavilion Hotel, St. Louis. MO.
American
Mathematical Society (AMS) National Meeting, Probability and
Statistics
session, Talk: Stochastic Differential
Models for Evolutionary Algorithms,
San Antonio, January 1999.
30th
SE International Conference on Combinatorics, Graph Theory, and
Computing:
, Talk: On Massive Interconnection
Graphs,
Florida Atlantic University, Boca Raton FL, March 1999.
GRANTS AND HONORS
Rocky Mountain
Mathematics
Consortium –– Grant to attend the Graduated Summer School on
Probabilistic
Combinatorics at the University of Wyoming, Laramie, WY, June
2000.
University of Utha –
NSF
Grant to attend Stochastics 2000 (Seminar on Stochastic Processes,
2000)
at the University of UTA, Salt Lake City, UT. March 2000.
IEEE- student grant
award
to attend the Conference on Computational Intelligence for Financial
Engineering,
New York, NY, March 2000.
The University of
Memphis
– Student Goverment Association award to attend GECCO 99, Orlando FL,
June
1999.
The University
of
Memphis – Student Goverment Association award to attend Proceedings
ISIC
2000 and FEA (Frontiers of Evolutionary Algorithms) Atlantic
City,
NJ, May 2000
Meritorious Mention
in the
M.Sc. Thesis, School of Science, National University of Colombia,
1996..
Faculty Reserach
Award,
School of Engineering National University of Colombia,1993.
PROFESIONAL
ACTVITIES
- AMS: American
Mathematical Society.
- MAA: Mathematical
Association
of America.
- EEE: Institute
of
Electrical and Electronics Engineer.
- Colombian
Mathematical
Society.
- Colombian Operations
Research
Society (SOCIO).
- MAA
Southeastern Sectional Meeting , Presiding
session: Number Theory, Rhodes College
TN, March 1999.World
Multicoinference on Systemics, Cybernetics and Informatics No. III, Chair
session: Object Orientation, Oralndo
Fl,
August 1999.
- Referee for
ANNIE
98 : Artificial Neural Networks in Engineering.
- Graduate coordinator,
Dept
of Coputer Engineering, School of Engineering National University
of Colombia, 2000.