Modifications to the sliding-window kernel RLS algorithm for time-varying nonlinear systems: Online resizing of the kernel matrix.
Brian J. JulianPublished in: ICASSP (2009)
Keyphrases
- sliding window
- kernel matrix
- dynamic programming
- nonlinear systems
- kernel methods
- data streams
- optimization algorithm
- kernel matrices
- k means
- real time
- similarity measure
- semidefinite programming
- learning algorithm
- particle swarm optimization
- support vector
- fuzzy model
- decision trees
- reproducing kernel hilbert space