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

• المؤلفون الرئيسيون: Laosiritaworn W., Chotchaithanakorn N.
• التنسيق: مقال
• اللغة: English
• منشور في: 2014
• الوصول للمادة أونلاين: http://www.scopus.com/inward/record.url?eid=2-s2.0-67650323958&partnerID=40&md5=b311ad2afb5d9a15fcb1d30c40626b8f; http://cmuir.cmu.ac.th/handle/6653943832/5945

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...