The
main goal of Adaptive Systems group
is to achieve new scientific knowledge in the field of
random evolutionary systems by means of contributions
to the theory and development of new methods and algorithms.
Research
interests in Nonlinear Dynamical Systems and their Applications:
e
-
Integration and inference of deterministic and random dynamical
systems.
- Qualitative study of deterministic and random dynamical systems.
- Stochastic processes.
- Numerical methods.
- Identification, prediction and control of dynamical systems
from actual data.
- Time series analysis of actual data with emphasis in bio-physiological
and financial data.
.....Research
interests in Artificial Intelligence
.
-
Adaptation and Evolution in Artificial Systems.
- Estimation of Distribution Algorithms.
- Probabilistic Graphical Models and Bayesian networks.
- Entropic methods in Optimization, Learning, Classification
and Pattern Recognition.
- Mathematical and Computational Biology.
