Combining Semi-Physical and Neural Network Modeling: An Example of Its Usefulness
1997 (English)Report (Other academic)
This paper illustrates the power of combining semi-physical and neural network modeling in an application example. It is argued that some of the problems related to the use of neural networks, such as high dimensionality of the parameter space and problems with undesired local minima, can be alleviated by this approach.
Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 1997. , 6 p.
LiTH-ISY-R, ISSN 1400-3902 ; 1943
Nonlinear systems identification, Semi-physical modeling, Neural nets
Cybernetik Informationsteori, Artificiell Intelligens AI
IdentifiersURN: urn:nbn:se:liu:diva-55386ISRN: LITH-ISY-R-1943OAI: oai:DiVA.org:liu-55386DiVA: diva2:315994