| [1] | R. Santana,
P. Larrañaga, and J. A. Lozano.
Protein folding in 2-dimensional lattices with estimation of
distribution algorithms. In Proceedings
of the First International
Symposium on Biological and Medical Data Analysis,
volume 3337 of Lecture
Notes in Computer Science,
pages 388-398, Barcelona, Spain, 2004.
Springer Verlag. [ link ] |
| [2] | R. Santana. A
Markov Network based Factorized Distribution
Algorithm for optimization. In Proceedings
of the 14th European
Conference on Machine Learning (ECML-PKDD 2003),
volume 2837 of Lecture
Notes in Artificial Intelligence,
pages 337-348, Dubrovnik,
Croatia, 2003. Springer-Verlag. [ link ] |
| [3] | R. Santana and
H. Mühlenbein. Blocked stochastic
sampling versus Estimation of Distribution Algorithms. In Proceedings
of the 2002 Congress on Evolutionary Computation,
volume 2,
pages 1390-1395. IEEE press, 2002. [ link ] |
| [4] | R. Santana,
A. Ochoa, and M. R. Soto. Solving problems
with integer representation using a tree based Factorized Distribution
Algorithm. In Proceedings of
the NAISO-2002 conference.,
2002. [ pdf ] |
| [5] | R. Santana,
A. Ochoa, and M. R. Soto. The mixture of
trees factorized distribution algorithm. In L. Spector,
E. Goodman, A. Wu, W. Langdon,
H. Voigt,
M. Gen, S. Sen, M. Dorigo,
S. Pezeshk,
M. Garzon, and E. Burke, editors,
Proceedings of the
Genetic and Evolutionary Computation Conference GECCO-2001,
pages
543-550, San Francisco, CA, 2001. Morgan Kaufmann Publishers. [ bib ] |
| [6] | R. Santana,
A. Ochoa, and M. R. Soto. Factorized
Distribution Algorithms for functions with unitation constraints. In Evolutionary
Computation and Probabilistic Graphical Models. Proceedings of the
Third Symposium on Adaptive Systems (ISAS-2001),
pages 158-165,
Habana, Cuba, March 2001. [ pdf ] |
| [7] | R. Santana,
A. Ochoa, and M. R. Soto. A Factorized
Distribution Algorithm for problems with integer representation. In
L. Spector, E. Goodman, A. Wu,
W. Langdon,
H. Voigt, M. Gen, S. Sen,
M. Dorigo,
S. Pezeshk, M. Garzon, and E. Burke,
editors,
Proceedings of the Genetic and Evolutionary Computation Conference
GECCO-2001, page 780, San
Francisco, CA, 2001. Morgan Kaufmann
Publishers. [ bib ] |
| [8] | R. Santana,
A. Ochoa, and M. R. Soto. On the use of
Factorized Distribution Algorithms for problems defined on graphs. In
H. Broersma, U. Faigle, J. Hurink, and
S. Pickl,
editors, Electronic Notes in
Discrete Mathematics,
volume 8. Elsevier, 2001. [ pdf ] |
| [9] | M. R. Soto,
A. Ochoa, and R. Santana. On the use of
polytrees in evolutionary computation. Investigación
Operacional, 22(3):132-138,
2001. [ bib ] |
| [10] | E. Alba-Cabrera,
R. Santana, A. Ochoa-Rodriguez, and
M. Lazo-Cortés. Finding typical testors by using an
evolutionary strategy. In Proceedings
of the Fith Ibero American
Symposium on Pattern Recognition,
pages 267-278, Lisbon, Portugal,
2000. [ pdf ] |
| [11] | F. B. Pereira,
P. Machado, E. Costa, A. Cardoso,
A. Ochoa-Rodriguez, R. Santana, and M. R.
Soto. Too busy
to learn. In Proceedings of
the 2000 Congress on Evolutionary
Computation CEC00, pages
720-727, La Jolla Marriott Hotel La
Jolla, California, USA, July 2000. IEEE Press. [ bib ] |
| [12] | F. B. Pereira,
P. Machado, E. Costa, A. Cardoso,
A. Ochoa-Rodríguez, R. Santana, and
M. R. Soto.
Too busy to learn. In Colectânea
de Comunicacoes, pages
699-712. Ediliber, Lda., Instituto Politécnico de Coimbra,
2000. [ pdf ] |
| [13] | R. Santana,
F. B. Pereira, E. Costa,
A. Ochoa-Rodriguez, P. Machado, A. Cardoso,
and
M. R. Soto. Probabilistic evolution and the Busy Beaver
problem.
In D. Whitley, editor, Late
Breaking Papers at the 2000
Genetic and Evolutionary Computation Conference,
pages 261-268,
Las Vegas, Nevada, USA, 8 July 2000. [ bib ] |
| [14] | R. Santana,
F. B. Pereira, E. Costa,
A. Ochoa-Rodriguez, P. Machado, A. Cardoso,
and
M. R. Soto. Probabilistic evolution and the Busy Beaver
problem.
In Proceedings of the Genetic
and Evolutionary Computation
Conference (GECCO-2000), page
380, Las Vegas, Nevada, USA, July
2000. [ bib ] |
| [15] | A. Ochoa,
M. R. Soto, R. Santana, J. C. Madera, and
N. Jorge. The Factorized Distribution Algorithm and the
junction
tree: A learning perspective. In A. Ochoa, M. R.
Soto, and
R. Santana, editors, Proceedings
of the Second Symposium on
Artificial Intelligence (CIMAF-99),
pages 368-377, Habana, Cuba,
March 1999. [ pdf ] |
| [16] | E. P.
de León and R. Santana. A hybrid genetic
algorithm for a Hamiltonian path problem. Revista
Investigación Operacional,
20(1):20-29, 1999. [ bib ] |
| [17] | J. P. Rivera
and R. Santana. Improving the discovery
component of classifier systems by the application of estimation of
distribution algorithms. In Proceedings
of the students sessions,
ACAI'99, pages 43-44, Chania,
Greece, 1999. [ pdf ] |
| [18] | R. Santana,
E. P. de León, and A. Ochoa. The
Edge Incident Model. In Proceedings
of the Second Symposium on
Artificial Intelligence (CIMAF-99),
pages 352-359, Habana, Cuba,
March 1999. [ pdf ] |
| [19] | R. Santana,
A. Ochoa, and M. R. Soto. Evolutionary
Algorithms for Dynamic Optimization Problems: An approach using
Evolutionary Theory and the Incident Edge Model. In A. S. Wu,
editor, Proceedings of the
Genetic and Evolutionary Computation
Conference GECCO-99, Workshop Program,
pages 149-152, Orlando, FL,
1999. Morgan Kaufmann Publishers, San Francisco, CA. [ bib ] |
| [20] | R. Santana and
A. Ochoa. On Estimation Distribution
Algorithms. In W. A. S., editor, Proceedings
of the Genetic
and Evolutionary Computation Conference GECCO-99, Workshop Program,
page 402, Orlando, FL, 1999. Morgan Kaufmann Publishers, San Francisco,
CA. [ bib ] |
| [21] | R. Santana and
A. Ochoa. Dealing with constraints with
Estimation of Distribution Algorithms: The univariate case. In Proceedings
of the Second Symposium on Artificial Intelligence (CIMAF-99),
pages 378-384, Habana, Cuba, March 1999. [ bib ] |
| [22] | R. Santana.
Towards an intelligent genetic search: Defining
measures of convergence. In Proceedings
of the students sessions,
ACAI'99, pages 41-42, Chania,
Greece, 1999. [ pdf ] |
| [23] | M. R. Soto,
A. Ochoa, J. Madera, and R. Santana.
Estructuras gráficas simples para algoritmos evolutivos. In Proceedings
of the Segundo Encuentro Nacional de Computacionón ENC-99,
pages 79-84, Pachuca, México, 1999. [ bib ] |
| [24] | R. Santana and
E. P. de León. An evolutionary
optimization approach for detecting structures on graphs. In Dagli,
Akay, Buczac, Ersoy, and Fernandez, editors, Smart
Engineering
System Design: Neural Network, Fuzzy Logic, Rough Sets and Evolutionary
Programming, pages 371-376.
ASME press, 1998. [ bib ] |
| [25] | E. P.
de León, R. Santana, and
F. Maldonado.
Algoritmos genéticos y el problema del teñido de
telas en
la industria textil. In Proceedings
of the First Symposium on
Artificial Intelligence (CIMAF-97),
pages 18-28, Habana, Cuba,
March 1997. Editora de la Academia de Ciencias de Cuba. [ bib ] |
| [26] | E. P.
de León, R. Santana, I. Brito,
and
F. Maldonado. Análisis de una familia de algoritmos
genéticos para un problema de secuencias en el
teñido de
telas. In Memorias del
Encuentro Latino Iberoamericano de
Optimización, I ELIO. Congreso Chileno de
Investigación
Operativa OPTIMA 97.,
University of Conception, Chile, November
3-6 1997. [ bib ] |
| [27] | E. P.
de León and R. Santana. A genetic
algorithm
and a local search procedure for a Hamiltonian path problem. In Memorias
del Encuentro Latino Iberoamericano de Optimización, I ELIO.
Congreso Chileno de Investigación Operativa OPTIMA 97.,
pages 226-232, University of Conception, Chile, November 3-6 1997. [ bib ] |
| [28] | E. P.
de León, R. Santana, and
A. Ochoa. A
genetic algorithm for a Hamiltonian path problem: Mutation - crossover
interaction. In Proceedings
of the 13th ISPE/IEE International
Conference on CAD/CAM Robotics and Factories of the Future 97,
pages 1001-1006, Universidad Tecnológica de Pereira,
Colombia,
December 1997. [ bib ] |
| [29] | E. P.
de León, R. Santana, and
F. Maldonado.
Algoritmos genéticos y el problema del teñido de
telas en
la industria textil. Revista
Latinoamericana de Tecnología
Textil, 1(8):49-58, 1997. In
Spanish. [ bib ] |
| [30] | E. P.
de León, A. Ochoa, and
R. Santana. A
genetic algorithm for a Hamiltonian path problem. In Proceedings
of the X International Conference on Industrial and Engineering
Applications of AI and Expert Systems,
Atlanta. USA, 1997. [ bib ] |
| [31] | R. Santana and
E. P. de León. A hybrid genetic
algorithm for a Hamiltonian path problem. In Proceedings
of the
First Symposium on Artificial Intelligence (CIMAF-97),
pages
126-132, Habana, Cuba, March 1997. Editora de la Academia de Ciencias
de Cuba. [ bib ] |
| [32] | R. Santana. Algoritmos
Genéticos para un problema de
caminos Hamiltonianos. Diplomma
thesis, Department of Computer
Science, University of Havana, June 1996. In Spanish. [ bib ] |
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