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We have shown that the WAAC algorithm can be used to simultaneously optimise parameter values and the selected features for PLS and SVM models for melting point prediction.
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Functions making it possible to optimise parameters related to surface quality in such manufacturing processes will be obtained by means of using mathematical models that will allow us to select the optimum manufacturing conditions.
In order to optimise parameters with multiple responses in parallel, face-centred cube central composite design (FCD) was employed to search for the optimum conditions of the sweeping-MEKC.
Genetic algorithms are able to optimise parameters of obstacles so that the model can be adjusted according to the measured data.
After multiple initial runs to optimise parameters and priors, final BEAST analyses were run for 10,000,000 generations sampling every 1000 generations using the Yule speciation prior.
In [ 26] a temporal logic extended by constraints over real numbers is used to express quantitative properties of temporal behaviour and to optimise parameters.
Now provided we can determine f t we are in a position to apply equation 3 to the first measurement and optimise parameters α and Δα to obtain the best fit with the fluorescent intensity measurement at time t.
For structural purposes, compression strength is the optimising parameter; if used as a catalytic support or filtering medium, porosity and permeability have to be maximised.
Optimised parameter values are shown in Table 2.> > A good fit was achieved by optimising model parameters using the training data; however, a better test of the model is to assess its ability to predict data not used in its construction.
Particle swarm optimisation (PSO) [48] is also applied for optimising parameters of controllers of DFIG.
Apart from these different optimising parameters, the methodology that we have previously published was unchanged.
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CEO of Professional Science Editing for Scientists @ prosciediting.com