@article{(Open Science Index):https://publications.waset.org/pdf/10002468, title = {A New Internal Architecture Based on Feature Selection for Holonic Manufacturing System}, author = {Jihan Abdulazeez Ahmed and Adnan Mohsin Abdulazeez Brifcani}, country = {}, institution = {}, abstract = {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.}, journal = {International Journal of Industrial and Manufacturing Engineering}, volume = {9}, number = {8}, year = {2015}, pages = {1549 - 1552}, ee = {https://publications.waset.org/pdf/10002468}, url = {https://publications.waset.org/vol/104}, bibsource = {https://publications.waset.org/}, issn = {eISSN: 1307-6892}, publisher = {World Academy of Science, Engineering and Technology}, index = {Open Science Index 104, 2015}, }