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Flux-balance analysis (FBA) has been useful for large-scale analysis of metabolic networks, and methods have been developed to incorporate transcriptional regulation (regulatory FBA, or rFBA).
We review and outline potential avenues for progress, including new theories of high dimensional data analysis, the need to analyze complex artificial networks, and methods for analyzing entire spaces of circuit models, rather than one model at a time.
Understandig of the function of complex metabolic networks and methods for their rational design, e.g. for the overproduction of metabolites or for the abatement of metabolically related diseases, are still in its infancy compared to their real complexity.
Salient examples of optimization include methods for training neural networks to yield improved machine translation of text and automatic classification of images, algorithms for minimizing the cost of routing goods across large and complex networks, and methods for automatically selecting the best ads to display during online search.
To tackle the costs of deploying AMR, WSN is exploring the use of shared infrastructure networks, and methods to eliminate the need to replace existing meters.
The Google patent for "Flexible Communication Systems and Methods" contends that cellphone users should also have the freedom to connect through various networks and methods, and that the communication service they choose at any particular time and location should be determined by competitive market forces.
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the principle of designing fuzzy controller, the structure of neural network and methods of training fuzzy controller.
Data were drawn together to provide an exemplar indicator set a single network, and methods of graphical presentation were considered.
Finally, efficiency can be normalized by its maximum possible value that could be obtained if all genes were connected in the network (the ideal network, Materials and Methods).
A model of facilitated network reflection using network theory and methods.
The SBRT currently performs 35 methods for analyzing stoichiometric networks and 16 methods from fields such as graph theory, geometry, algebra, and combinatorics.
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