Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover.
Riccardo PoliNicholas Freitag McPheeJonathan E. RowePublished in: Genet. Program. Evolvable Mach. (2004)
Keyphrases
- genetic programming
- markov chain
- variable length
- genetic algorithm
- transition probabilities
- fitness function
- monte carlo simulation
- steady state
- monte carlo
- fixed length
- stationary distribution
- evolutionary algorithm
- random walk
- probabilistic model
- gibbs sampler
- markov chain monte carlo
- transition matrix
- machine learning
- markov model
- monte carlo method
- n gram
- bitstream
- markov models
- population size
- data mining
- differential evolution
- parameter estimation
- model selection
- image compression
- state space
- multiresolution
- neural network