Practical Modeling of Simple Genetic Algorithm, via deterministic paths, by Absorbing Markov Chains.
Pedro D. CuestaJesús C. AbderramánJosé A. JiménezGabriel WinterPublished in: GECCO (2000)
Keyphrases
- markov chain
- genetic algorithm
- random walk
- steady state
- transition probabilities
- finite state
- monte carlo simulation
- monte carlo method
- markov model
- population size
- stochastic process
- monte carlo
- state space
- stationary distribution
- markov processes
- markov process
- sample path
- transition matrix
- queueing theory
- algo rithm
- probabilistic automata
- confidence intervals
- objective function