Optimal variable step-size LMS model and algorithm with independence assumption.

Yuantao Gu Kun Tang Huijuan Cui Wen Du

Published in: Sci. China Ser. F Inf. Sci. (2003)

Keyphrases

independence assumption
objective function
probabilistic model
input data
cost function
learning algorithm
pattern recognition
convergence rate
naive bayes classifier
similarity measure
k means
multi objective
probability distribution
nearest neighbor
fuzzy sets
variable step size