Heuristiken

1997. Grossberg, S.: Nonlinear neural networks: principles, mechanisms,
and architectures, in: Neural Networks, 1988, 1:17-61. Hebb, D.: The
Organization of Behavior. Wiley, New York 1949. Hopfield, J.: Neural
networks and physical systems with emergent collective computational
abilities. Proceedings of the National Academy of Sciences of the USA,
9(2554) 1982. Kohonen, Teuvo: Self-Organizing Maps. Berlin, 1995.
Rosenblatt, F.: The perceptron: a probabilistic model for information
storage and organization in the brain, in: Psychological Review, Vol. 65,
1958, pp. 386-408. Rumelhart, D. E., Hinton, G. E., Williams, R. J.:
Learning internal representations by error propagation, in Rumelhart,
D.E./McClelland, J.L. (eds.): Parallel distributed processing: Explorations
in the microstructure of cognition. Volume 1: Foundations. MIT,
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with Neural Networks, 1995, PhD, Dept. Of Electrical Engineering
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in: IRE WESCON Convention Record, 1960, pp. 96-140.
8.1 Methoden
Verzeichnis der erläuterten Methoden
Adaline-Netzwerk
Ameisenkolonie-Optimierung
Ameisensysteme
Backpropagation
Boltzmann-Maschine
CHC-Algorithmus
Fitnesslandschaften
Genetische Algorithmen
Greedy-Heuristik
GRASP
Hill-Climbing
Hopfield-Netz
Hybride Genetische Algorithmen
Iterative Lokale Suche (ILS)
Kohonen-Netze
Mikro-Genetische Algorithmen
Min-Max-Ameisensysteme
Perceptron-Netzwerk
Selbstorganisierende Karten
Semi-Greedy-Heuristik
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