Photo by thinkmagically from unsplash
We address the problem of classifying trajectories generated by dynamical systems. We consider the model-based approach, which is the classic approach in control theory, and (data-driven) support vector machines, a… Click to show full abstract
We address the problem of classifying trajectories generated by dynamical systems. We consider the model-based approach, which is the classic approach in control theory, and (data-driven) support vector machines, a popular method in the area of machine learning. The analysis points out connections between the two approaches and their relative merits. Examples are given to substantiate the analysis.
Keywords:
classification dynamical;
systems model;
dynamical systems;
model based;
data driven
Journal Title: IEEE Transactions on Automatic Control
Year Published: 2021
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!
Journal Title: IEEE Transactions on Automatic Control
Year Published: 2021
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!