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Using the gradient, the following adaptive algorithm can be used for weight optimization (19).
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Paper clips (used for weight).
A direct search method is used for minimum weight optimization.
The results of this research show that the proposed PSO-SA hybrid algorithm can reliably and effectively be used for composite weight optimization problems subjected to a variety of constraints.
Furthermore, a deciding weight method based on multivariate statistical estimation is applied for weight optimization.
We implemented the LSTM with a single hidden layer, 0.01 of learning rate for weight updates, and a stochastic gradient-based optimization algorithm [27] for weight optimization.
The optimal linear-quadratic (LQ) control approach in which the root locus method is used for optimization selection of weight matrix Q is adopted to tune the control parameters of multiple resonant controllers.
A three-factor, three-level Box Behnken design was used for the optimization procedure with coating weight gain (X1), plasticizer concentration (X2) and curing temperature (X3) as the independent variables.
We used a 31-node single hidden-layer ANNs and the backpropagation algorithm for weights optimization.
This includes the library that was used for the optimization of the edge weights and a graphical user interface for the visualization of the results of an optimization.
Experimental designs for seven factors (HNO3, H2SO4 and H2O2 volumes, digestion time, pre-digestion time, temperature of the hot plate and sample weight) were used for optimization of sample digestion procedures.
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