Neural Networks for Control Systems—A survey. Hunt, K. J., Zbikowski, R., Sbarbaro, D., & Gawthrop, P. J. aut, 28(6):1083–1112, 1992. doi abstract bibtex This paper focuses on the promise of artificial neural networks in the realm of modelling, identification and control of nonlinear systems. The basic ideas and techniques of artificial neural networks are presented in language and notation familiar to control engineers. Applications of a variety of neural network architectures in control are surveyed. We explore the links between the fields of control science and neural networks in a unified presentation and identify key areas for future research.
@article{HunSbaZbiGaw92,
author = {K. J. Hunt and
R. Zbikowski and
D. Sbarbaro and
P. J. Gawthrop},
cscauthor = {kjh,pjg},
title = {Neural Networks for Control Systems---A survey},
journal = aut,
volume = {28},
number = {6},
pages = {1083--1112},
weighting = {2(2)/4},
ccode = {11},
keywords = {},
year = 1992,
abstract = {
This paper focuses on the promise of artificial neural networks in the
realm of modelling, identification and control of nonlinear
systems. The basic ideas and techniques of artificial neural networks
are presented in language and notation familiar to control
engineers. Applications of a variety of neural network architectures
in control are surveyed. We explore the links between the fields of
control science and neural networks in a unified presentation and
identify key areas for future research.
},
pdf = {../../Publications/csc1992/HunSbaZbiGaw92.pdf},
doi = {10.1016/0005-1098(92)90053-I}
}
Downloads: 0
{"_id":"WeXMQWTCKRntAPZgw","bibbaseid":"hunt-zbikowski-sbarbaro-gawthrop-neuralnetworksforcontrolsystemsasurvey-1992","author_short":["Hunt, K. J.","Zbikowski, R.","Sbarbaro, D.","Gawthrop, P. J."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["K.","J."],"propositions":[],"lastnames":["Hunt"],"suffixes":[]},{"firstnames":["R."],"propositions":[],"lastnames":["Zbikowski"],"suffixes":[]},{"firstnames":["D."],"propositions":[],"lastnames":["Sbarbaro"],"suffixes":[]},{"firstnames":["P.","J."],"propositions":[],"lastnames":["Gawthrop"],"suffixes":[]}],"cscauthor":"kjh,pjg","title":"Neural Networks for Control Systems—A survey","journal":"aut","volume":"28","number":"6","pages":"1083–1112","weighting":"2(2)/4","ccode":"11","keywords":"","year":"1992","abstract":"This paper focuses on the promise of artificial neural networks in the realm of modelling, identification and control of nonlinear systems. The basic ideas and techniques of artificial neural networks are presented in language and notation familiar to control engineers. Applications of a variety of neural network architectures in control are surveyed. We explore the links between the fields of control science and neural networks in a unified presentation and identify key areas for future research. ","pdf":"../../Publications/csc1992/HunSbaZbiGaw92.pdf","doi":"10.1016/0005-1098(92)90053-I","bibtex":"@article{HunSbaZbiGaw92,\n author = {K. J. Hunt and\n\t\tR. Zbikowski and\n\t\tD. Sbarbaro and\n\t\tP. J. Gawthrop},\n cscauthor = {kjh,pjg},\n title = {Neural Networks for Control Systems---A survey},\n journal = aut,\n volume = {28},\n number = {6},\n pages = {1083--1112},\n weighting = {2(2)/4},\n ccode = {11},\n keywords = {},\n year = 1992,\n abstract = {\nThis paper focuses on the promise of artificial neural networks in the\nrealm of modelling, identification and control of nonlinear\nsystems. The basic ideas and techniques of artificial neural networks\nare presented in language and notation familiar to control\nengineers. Applications of a variety of neural network architectures\nin control are surveyed. We explore the links between the fields of\ncontrol science and neural networks in a unified presentation and\nidentify key areas for future research.\n },\n pdf = {../../Publications/csc1992/HunSbaZbiGaw92.pdf},\n doi = {10.1016/0005-1098(92)90053-I}\n}\n\n","author_short":["Hunt, K. J.","Zbikowski, R.","Sbarbaro, D.","Gawthrop, P. J."],"key":"HunSbaZbiGaw92","id":"HunSbaZbiGaw92","bibbaseid":"hunt-zbikowski-sbarbaro-gawthrop-neuralnetworksforcontrolsystemsasurvey-1992","role":"author","urls":{},"metadata":{"authorlinks":{}},"html":""},"bibtype":"article","biburl":"https://bibbase.org/network/files/BoMEw3ZkhpWoBCsME","dataSources":["sFgyQRq3R79dSSigG","AoKgsmPkyovbPMuLx"],"keywords":[],"search_terms":["neural","networks","control","systems","survey","hunt","zbikowski","sbarbaro","gawthrop"],"title":"Neural Networks for Control Systems—A survey","year":1992}