Prediction in evolutionary algorithms for dynamic environments using markov chains and nonlinear regression.
Anabela SimõesErnesto CostaPublished in: GECCO (2009)
Keyphrases
- dynamic environments
- markov chain
- evolutionary algorithm
- nonlinear regression
- linear regression
- finite state
- transition probabilities
- state space
- support vector regression
- probabilistic automata
- stationary distribution
- random walk
- mobile robot
- markov processes
- genetic programming
- regression method
- genetic algorithm
- transition matrix
- changing environment
- least squares
- nearest neighbor
- training data
- machine learning