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Performance analysis of the simultaneous perturbation stochastic approximation algorithm on the noisy sphere model.
Steffen Finck
Hans-Georg Beyer
Published in:
Theor. Comput. Sci. (2012)
Keyphrases
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stochastic approximation
mathematical model
probabilistic model
cost function
learning algorithm
objective function
optimal solution
dynamic programming
computational complexity
np hard
monte carlo
energy function
convergence rate
least squares
expectation maximization
model free