On the Benefits of Populations for the Exploitation Speed of Standard Steady-State Genetic Algorithms.
Dogan CorusPietro S. OlivetoPublished in: Algorithmica (2020)
Keyphrases
- steady state
- genetic algorithm
- markov chain
- product form
- operating conditions
- explicit expressions
- state dependent
- neural network
- queue length
- queueing networks
- real time
- service times
- feedback loop
- limit cycle
- queue size
- random walk
- high speed
- state space
- arrival rate
- heavy traffic
- stationary distribution
- mobile robot
- artificial neural networks
- single server queue
- reinforcement learning
- variance estimator
- steady states