Description:
Mixtools is a MATLAB toolbox for modelling of complex systems by multidimensional probabilistic mixtures of linear regression models. These mixtures approximate data distribution generated by the system and model dependences.
The toolbox contains procedures for probabilistic design of the system control. It is supported by a graphical user interface with control task batch processing called Jobcontrol.
The seminar will present the theory and algorithms for so-called "Windsurfer" approach to adaptive control integrated into Mixtools, its use via Jobcontrol and its applications.