Artificial neural networks parameters optimization design of experiments: An application in materials modeling

• المؤلفون الرئيسيون: Wimalin Laosiritaworn, Nantakarn Chotchaithanakorn
• التنسيق: دورية
• منشور في: 2018
• الموضوعات: Biochemistry, Genetics and Molecular Biology; Chemistry; Materials Science; Mathematics; Physics and Astronomy
• الوصول للمادة أونلاين: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=67650323958&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/59408

This paper focused on the application of design of experiments to determine optimize parameters for multilayer-perceptron artificial neural network trained with back-propagation for modeling purpose. Artificial neural networks (ANNs) for modeling have been widely used in various fields because of it...