A Markov Chain Analysis of Genetic Algorithms with a State Dependent Fitness Function.
Herbert DawidPublished in: Complex Syst. (1994)
Keyphrases
- fitness function
- markov chain
- genetic algorithm
- state dependent
- steady state
- genetic programming
- stationary distribution
- evolutionary algorithm
- genetic algorithm ga
- genetic operators
- product form
- single server
- monte carlo
- finite state
- population size
- markov model
- state space
- transition matrix
- search space
- queue length
- crossover operator
- queueing networks
- random walk
- transition probabilities
- simulated annealing
- neural network
- genetic algorithm is employed
- initial population
- monte carlo simulation
- sufficient conditions
- artificial neural networks
- bayesian networks