Solution of Constrained Clustering Problems through Homotopy Tracking

Solution of Constrained Clustering Problems through Homotopy Tracking

Modern machine learning methods are dependent on active optimization research to improve the set of methods available for the efficient and effective extraction of information from large datasets. This, in turn, requires an intense and rigorous study of optimization methods and their possible applic...

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Bibliographic Details
Main Author: Easterling, David R.
Other Authors: Computer Science
Format: Others
Published: Virginia Tech 2015
Subjects:
Multiobjective optimization
stochastic optimization
deterministic op- timization
biomechanics
quadratic optimization
DIRECT
QNSTOP
KNITRO
SPAN
simulated annealing
homotopy
constrained clustering
Online Access:http://hdl.handle.net/10919/51189

Internet

http://hdl.handle.net/10919/51189

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