WASET
	%0 Journal Article
	%A Jihan Abdulazeez Ahmed and  Adnan Mohsin Abdulazeez Brifcani
	%D 2015
	%J International Journal of Industrial and Manufacturing Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 104, 2015
	%T A New Internal Architecture Based on Feature Selection for Holonic Manufacturing System
	%U https://publications.waset.org/pdf/10002468
	%V 104
	%X This paper suggests a new internal architecture of
holon based on feature selection model using the combination of
Bees Algorithm (BA) and Artificial Neural Network (ANN). BA is
used to generate features while ANN is used as a classifier to
evaluate the produced features. Proposed system is applied on the
Wine dataset, the statistical result proves that the proposed system is
effective and has the ability to choose informative features with high
accuracy.
	%P 1549 - 1552