A further result on the Markov chain model of genetic algorithms and its application to a simulated annealing-like strategy.
Joe SuzukiPublished in: IEEE Trans. Syst. Man Cybern. Part B (1998)
Keyphrases
- markov chain
- markov model
- genetic algorithm
- markov process
- simulated annealing
- monte carlo simulation
- transition probabilities
- stationary distribution
- statistical model
- stochastic process
- mathematical model
- random walk
- probabilistic model
- parameter estimation
- experimental data
- least squares
- markov models
- gibbs sampling
- energy function
- neural network
- steady state
- prior information
- state space
- hidden markov models
- objective function
- monte carlo method
- gibbs sampler