Sliding Window Symbolic Regression for Detecting Changes of System Dynamics.
Stephan M. WinklerMichael AffenzellerGabriel KronbergerMichael KommendaBogdan BurlacuStefan WagnerPublished in: GPTP (2014)
Keyphrases
- sliding window
- symbolic regression
- genetic programming
- data streams
- window size
- fixed size
- gene expression programming
- streaming data
- stream data
- evolutionary computation
- variable size
- software package
- evolutionary algorithm
- fitness function
- limited memory
- parameter optimization
- data sets
- user friendly
- random sampling