Building prediction model for a machine tool with genetic algorithm optimization on a general regression neural network
Author:
Affiliation:
1. Department of Mechatronics Engineering, National Changhua University of Education, Changhua, Taiwan, ROC
Publisher
IOS Press
Subject
Artificial Intelligence,General Engineering,Statistics and Probability
Reference15 articles.
1. A survey of the advancing use and development of machine learning in smart manufacturing;Sharp;Journal of Manufacturing Systems,2018
2. Prediction of machining accuracy and surface quality for CNC machine tools using data driven approach;Chiu;Advances in Engineering Software,2017
3. Correcting geometric deviations of CNC Machine-Tools: An approach with Artificial Neural Networks;de;Applied Soft Computing,2015
4. General regression neural network;Specht;IEEE Transaction on Neural Networks,1991
5. Investigation of thermal performance of unidirectional flow porous bed solar air heater using MLP, GRNN, and RBF models of ANN technique;Ghritlahre;Thermal Science and Engineering Progress,2018
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