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Same design points were used to generate multiple optima via multiple surrogates to enhance the robustness of the optimization process.
In the present work, flow over a bidirectional impulse turbine was simulated using CFD technique and optimized using multiple surrogates approach.
Hence, multiple surrogates such as response surface approximation, radial basis function, Kriging and weighted average surrogates were incorporated in this problem.
Many planners have compensated for the limitations of ecological classifications by using datasets composed of multiple surrogates [e.g. 2], [15].
Using information from multiple surrogates alleviates the need to carry out the surrogate pruning step of the Kong et al. [ 6] algorithm.
The fact that multiple surrogates had the TxRLL motif suggests that this region of p170 is necessary and critical for binding of HCV mRNA to eIF3.
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One serious complication: the need for multiple surrogate mothers to ensure success.
A design demonstration of USBSD-HX reveals that the simultaneous use of multiple surrogate models gives better results.
The application of the multiple surrogate methods not only improves quality of multi-objective optimization but also gives the feedback of the fidelity of the optimization model.
In general, there may be multiple surrogate models, each defined by possibly a different functional form, consistent with the limited data from the comprehensive model.
A liquid flow microchannel heat sink has been optimized with the help of three-dimensional numerical analysis and multiple surrogate methods.
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