MIGA, A Software Tool for Nonlinear System Modelling with Modular Neural Networks
作者:Bernardo Morcego, Josep M. Fuertes, Gabriela Cembrano
摘要
This paper presents a software tool suitable for dynamic system modelling. The models generated by this tool are modular neural networks, see [1]. Each module behaves like a functional block and is connected to the other modules like in classical block diagrams. This tool allows the inclusion of a priori knowledge and, furthermore, to extract physical information from the models, once the system has learned. The modelling tool is capable of automatic model generation, parameter estimation and model validation.
论文关键词:dynamic system modelling, modular neural networks, software tools, knowledge acquisition
论文评审过程:
论文官网地址:https://doi.org/10.1023/B:APIN.0000011140.39317.ab