Genetic algorithms and applications in system engineering: a survey

Genetic algorithms and applications in system engineering: a survey

In this paper an overview on Genetic Algorithms (GAs) is reported. GAs are described from a theoretical point of view, important implementation problems are dealt with and a wide variety of GA applications reported in system engineering literature are described. The survey also includes some studies...

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Veröffentlicht in:Transactions of the Institute of Measurement and Control 1993, Vol.15 (3), p.143-156
Hauptverfasser: Caponetto, R., Fortuna, L., Graziani, S., Xibilia, M.G.
Format: Artikel
Sprache:eng
Schlagworte:
Control theory
Genetic algorithms
Neural networks
Optimization
Systems engineering
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Zusammenfassung:In this paper an overview on Genetic Algorithms (GAs) is reported. GAs are described from a theoretical point of view, important implementation problems are dealt with and a wide variety of GA applications reported in system engineering literature are described. The survey also includes some studies at present in progress in our laboratories, regarding the use of GAs in solving optimisation problems in the fields of neural networks and control theory.
ISSN:0142-3312
1477-0369
DOI:10.1177/014233129301500305