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MIGA, a software tool for nonlinear system modelling with modular neural networks. (English) Zbl 1078.68716
Summary: This paper presents a software tool suitable for dynamic system modelling. The models generated by this tool are modular neural networks. 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.

MSC:
68T05 Learning and adaptive systems in artificial intelligence
93A30 Mathematical modelling of systems (MSC2010)
Software:
MIGA
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