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Exact Markov Chain-based Runtime Analysis of a Discrete Particle Swarm Optimization Algorithm on Sorting and OneMax.
Moritz Mühlenthaler
Alexander Raß
Manuel Schmitt
Rolf Wanka
Published in:
CoRR (2019)
Keyphrases
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markov chain
particle swarm optimization algorithm
steady state
particle swarm optimization
finite state
markov process
transition probabilities
markov model
monte carlo
monte carlo method
random walk
monte carlo simulation
convergence speed
stationary distribution
global search
pso algorithm
search space