However, for a proper approach to the optimization problem, the stability of the resulting closed-loop must be guaranteed.
Furthermore, conditions are derived based on which the design parameters can be tuned to ensure the recursive feasibility of the optimization and the stability of the closed-loop system.
However, our approach not only allows rapid, automatic optimization of the stability constant, but also allows determination of uncertainties in estimated parameter values and statistical analysis to assess the appropriateness of the conceptual model.
Our results make the large-scale production of IL-4 derivatives economically more viable, suggest that a similar approach can be applied to other related proteins, and may represent a general strategy to improve in vitro refolding yields through the selective optimization of the stability of α-helices.
After a series of optimization for the stability, sensitivity and specificity of the FOB-3, 50 1000 ng/ml of antigen FI and 6 × 101 6 × 107 CFU/ml Y. pestis could be detected constantly in about 20 min, and Y. pestis could be detected specifically from Y. pseudotuberculosis, Y. enterocolitica, B. anthracis and E. coli.
Optimization problem of the RBF-ARX-RPC algorithm is finally converted to a convex linear matrix inequalities (LMIs) optimization problem, and the stability is guaranteed by the use of parameter-dependent Lyapunov function and feasibility of the LMIs.
One of the important topics in optimization theory is the stability analysis of the solution mappings for vector equilibrium problems.
The pressure control valve is optimized using particle swarm optimization (PSO) algorithm with the stability boundary as constraint.
The optimized AUC and BEDROC performance on the optimization split was used for the stability calculations when optimizing the AUC and BEDROC, respectively.
Others have proposed theoretical modeling and optimization methods to ensure the stability and efficiency of HES [11, 12, 13].
