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A Heuristic Procedure for Specifying Parameters in Neural Network Models for Shewhart X-bar Control Chart Applications

This study develops a heuristic procedure for specifying parameters for a neural network configuration (learning rate, momentum, and the number of neurons in a single hidden layer) in Shewhart X-bar control chart applications. Also, this study examines the replicability of the neural network solution when the neural network is retrained several times with different initial weights.

Identiferoai:union.ndltd.org:unt.edu/info:ark/67531/metadc278815
Date12 1900
CreatorsNam, Kyungdoo T.
ContributorsPrybutok, Victor Ronald, 1952-, Jayakumar, Maliyakal D., Sanford, Clive C., Pavur, Robert J., Richards, Thomas C., Fracek, Stephen P.
PublisherUniversity of North Texas
Source SetsUniversity of North Texas
LanguageEnglish
Detected LanguageEnglish
TypeThesis or Dissertation
FormatText
RightsPublic, Copyright, Copyright is held by the author, unless otherwise noted. All rights reserved., Nam, Kyungdoo T.

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