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A numerical optimization was carried out using response optimizer function in the Minitab software for simultaneous optimization and to determine the exact optimum levels of these variables (x 1, x 2, x 3 and x 4 ) leading to the desired equilibrium headspace concentration of soursop flavor compounds.
We used the Adagrad optimizer function with a learning rate value of 0.05 (the default settings) to train all the networks.
Consequently, the penalty from the optimizer function f, | | f ℋ | | = α T K α, will tend to be large.
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HYSYS optimizer functions and a self-initiated method entitled as "Observation of governing trend in mixed refrigerant cooling curve behavior by an approach to maximization of possible fit in cryogenic heat exchangers composite curve".
In order to allow a comparison of (otherwise incomparable) sets, many evolutionary multi-objective optimizers use indicator functions to guide the search and to evaluate the performance of search algorithms.
The "PalssonSBML reader" and "Single objective optimizer" are functions of SBRT while other tools of this workflow were developed in-house.
Whereas SA and GA are global optimization strategies, GD is a local function optimizer.
The solution is cast as an optimization problem and a GA is used as a function optimizer to solve this problem.
GA is viewed as function optimizer, though problem ranges to which GA is applied are quite extensive features (Haupt and Haupt 2004).
In Eq. (27), UB and obj SA) are the upper bound of mathematical model obtained from CPLEX optimizer and objective function value obtained from the SA algorithm, respectively.
Using the algorithm Iterated Local Search global optimizer with scoring function similar to X-Score tuned by PDBbind, we docked the RK-33 to the ATP-binding domain of DDX3 with Autodock Vina program (Trott & Olson, 2010).
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CEO of Professional Science Editing for Scientists @ prosciediting.com