On the benefits of populations for the exploitation speed of standard steady-state genetic algorithms.
Dogan CorusPietro S. OlivetoPublished in: GECCO (2019)
Keyphrases
- steady state
- genetic algorithm
- markov chain
- queue length
- explicit expressions
- operating conditions
- product form
- real time
- limit cycle
- state dependent
- service times
- queueing model
- steady states
- genetic regulatory networks
- heavy traffic
- queueing networks
- state space
- neural network
- random walk
- high speed
- fuzzy logic
- special case
- loss probability
- machine learning