Model validation and robust stability analysis of the bacterial heat shock response using SOSTOOLS
The complexity inherent in gene regulatory network models, as well as their nonlinear nature make them difficult to analyze or validate/invalidate using conventional tools. Combining ideas from robust control theory, real algebraic geometry, optimization and semidefinite programming, SOSTOOLS provid...
Main Authors: | El-Samad, H, Prajna, S, Papachristodoulou, A, Khammash, M, Doyle, J, IEEE |
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Formato: | Conference item |
Publicado em: |
2003
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