Evolutionary Algorithms for Dynamic Environments: Prediction Using Linear Regression and Markov Chains.
Anabela SimõesErnesto CostaPublished in: PPSN (2008)
Keyphrases
- dynamic environments
- linear regression
- markov chain
- evolutionary algorithm
- linear regression model
- least squares
- steady state
- transition probabilities
- regression problems
- autonomous agents
- finite state
- stationary distribution
- regression methods
- mobile robot
- probabilistic automata
- markov processes
- markov process
- markov model
- random walk
- transition matrix
- state space
- ridge regression
- genetic programming
- linear predictors
- locally weighted
- nonlinear regression
- path planning
- genetic algorithm
- regression trees
- confidence intervals