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Combining Genetic Algorithms and Neural Networks: The Encoding Problem (1994)  (Make Corrections)  (6 citations)
Philipp Koehn



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Abstract: Neural networks and genetic algorithms demonstrate powerful problem solving ability. They are based on quite simple principles, but take advantage of their mathematical nature: non-linear iteration. Neural networks with backpropagation learning showed results by searching for various kinds of functions. However, the choice of the basic parameter (network topology, learning rate, initial weights) often already determines the success of the training process. The selection of these parameter... (Update)

Context of citations to this paper:   More

...also Diplomarbeit , Tech. Lic. Theses , etc. University of Edinburgh, 22] University of Erlangen and The University of Tennessee, [122] University of Nebraska Lincoln, 128] University of Vaasa, 278] total 4 thesis in 4 schools 4.4 Report series The following list contains...

...also Diplomarbeit , Tech. Lic. Theses , etc. University of Edinburgh, 24] University of Erlangen and The University of Tennessee, [164] University of Nebraska Lincoln, 23] University of Turku, 126] University of Vaasa, 318] total 5 thesis in 5 schools 4.4 Report series...

Cited by:   More
Applying Evolutionary Computation to Designing Neural.. - Curran, O'Riordan (2002)   (Correct)
Genetic Encoding Strategies for Neural Networks - Koehn (1996)   (Correct)
An Indexed Bibliography of Genetic Algorithms and Neural.. - Jarmo T. Alander (2001)   (Correct)

Active bibliography (related documents):   More   All
1.9:   Evolutionary Design of Neural Architectures - A.. - Balakrishnan, Honavar (1995)   (Correct)
0.9:   An Indexed Bibliography of Genetic Algorithms Papers of 1993 - Jarmo T. Alander (1996)   (Correct)
0.8:   Evolutionary Algorithms for Neural Network Design and Training - Branke (1995)   (Correct)

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0.1:   Statistical Significance Tests for Machine Translation.. - Philipp Koehn Computer (2004)   (Correct)
0.1:   General Cardinality Genetic Algorithms - Koehler, al. (1997)   (Correct)
0.0:   Markov Chain Models of Genetic Algorithms - Wright, Zhao (1999)   (Correct)

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BibTeX entry:   (Update)

Philipp Koehn. Combining genetic algorithms and neural networks: The encoding problem. Master's thesis, University of Erlangen and The University of Tennessee, Knoxville, 1994. (available via anonymous ftp site archive.cis.ohio-state.edu directory pub/neuroprose le koehn.encoding.ps.Z) ga94aKoehn. http://citeseer.ist.psu.edu/article/koehn94combining.html   More

@misc{ koehn94combining,
  author = "P. Koehn",
  title = "Combining genetic algorithms and neural networks: The encoding problem",
  text = "Philipp Koehn. Combining genetic algorithms and neural networks: The encoding
    problem. Master's thesis, University of Erlangen and The University of Tennessee,
    Knoxville, 1994. (available via anonymous ftp site archive.cis.ohio-state.edu
    directory pub/neuroprose le koehn.encoding.ps.Z) ga94aKoehn.",
  year = "1994",
  url = "citeseer.ist.psu.edu/article/koehn94combining.html" }
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