Markov Chain Analyses of Random Local Search and Evolutionary Algorithm.
Hiroshi FurutaniHiroki TagamiMakoto SakamotoYifei DuPublished in: J. Robotics Netw. Artif. Life (2014)
Keyphrases
- markov chain
- evolutionary algorithm
- monte carlo method
- hybrid evolutionary algorithm
- simulated annealing
- genetic algorithm
- steady state
- transition probabilities
- initial population
- finite state
- monte carlo
- markov model
- markov process
- random walk
- differential evolution
- search algorithm
- fitness function
- stochastic process
- stationary distribution
- state space
- monte carlo simulation
- island model
- transition matrix
- search space
- mutation operator
- markov chain monte carlo
- genetic algorithm ga
- bayesian learning
- population size
- image reconstruction