Inference of S-system models of genetic networks using a cooperative coevolutionary algorithm

Motivation: To resolve the high-dimensionality of the genetic network inference problem in the S-system model, a problem decomposition strategy has been proposed. While this strategy certainly shows promise, it cannot provide a model readily applicable to the computational simulation of the genetic...

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Veröffentlicht in:	Bioinformatics 2005-04, Vol.21 (7), p.1154-1163
Hauptverfasser:	Kimura, Shuhei, Ide, Kaori, Kashihara, Aiko, Kano, Makoto, Hatakeyama, Mariko, Masui, Ryoji, Nakagawa, Noriko, Yokoyama, Shigeyuki, Kuramitsu, Seiki, Konagaya, Akihiko
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Biological and medical sciences Evolution, Molecular Fundamental and applied biological sciences. Psychology Gene Expression Profiling - methods Gene Expression Regulation - physiology General aspects Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects) Models, Genetic Models, Statistical Oligonucleotide Array Sequence Analysis - methods Signal Transduction - physiology Software Transcription Factors - physiology
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