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Next time, try this decision-making device: Ask yourself, if it had been your apartment that someone entered via the window, how would you want a passer-by to interpret those events and respond?
Some might wish to employ some decision-making device: a decision matrix, or just a list of pros and cons.
Learning automaton (LA) as a promising technique of artificial intelligence is a self-adaptive decision-making device that interacts with an unknown stochastic environment and is progressively able to make optimal decisions even if provided with probabilistic wrong hints.
Consequently, they are also viewed as the decision-making device [ 30]. (4) There may be cross-protection between hyperosmotic stress response and heat shock response.
Boolean formalisms are particularly suited to this end, because adoption of binary logic gates for describing regulatory actions provides a rigorous representation of the system as a decision-making device or logicome [ 3, 17].
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(3) The TFs serve as the 'knots' in the bow-tie structure and can be viewed as the decision-making devices of the stress response mechanism.
Further analysis of the crosstalk between these three networks revealed the significance of some transcription factors in serving as the decision-making devices and in playing a role in rapid adaptation in the stress-response mechanism.
Along with the observation that protein-protein interactions are more conserved than TF-gene regulations and the fact that the gene expression program is controlled by a portion of proteins, TFs, that is smaller than that of the whole genome, the TFs can be viewed as the 'knots' in the bow-tie structure and the decision-making devices of the stress response mechanism.
Beyond hyperosmotic stress, the integrated network under heat shock and oxidative stress were also constructed and the crosstalks of these networks were analyzed, specifying the significance of some transcription factors to serve as the decision-making devices at the center of the bow-tie structure and the crucial role for rapid adaptation scheme to respond to stress.
Furthermore, the crosstalks of yeast stress responses were analyzed, specifying the significance of some transcription factors to serve as the decision-making devices at the center of the bow-tie structure and the crucial role for rapid adaptation scheme to respond to stress.
In our analyses of the S. cerevisiae stress response mechanism, the significance of some transcription factors to serve as the decision-making devices at the center of the bow-tie structure and the crucial role for rapid adaptation scheme to respond to stress are indicated.
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