@inproceedings{564905f8be91436681e5c6a9074458cb,
title = "Adaptive split-merge algorithm for Gaussian mixture models to solve the Kolmogorov equation",
abstract = "Number of components in a Gaussian mixture model plays an important role in its accuracy and computational complexity. New adaptive split-merge technique is introduced in this paper based on the minimization of error in the solution of Fokker Planck Kolmogorov Equation. We also discuss the effect of splitting/merging of few components on the weights of other components. A single Gaussian component at initial time is split over time to account for the change in the probability density function of the states of the system.",
author = "Kumar Vishwajeet and Puneet Singla",
note = "Copyright: Copyright 2014 Elsevier B.V., All rights reserved.; 2013 AAS/AIAA Astrodynamics Specialist Conference, Astrodynamics 2013 ; Conference date: 11-08-2013 Through 15-08-2013",
year = "2014",
language = "English (US)",
isbn = "9780877036050",
series = "Advances in the Astronautical Sciences",
publisher = "Univelt Inc.",
pages = "977--988",
booktitle = "Astrodynamics 2013 - Advances in the Astronautical Sciences",
address = "United States",
}