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Whether the relay does it or not will be indicated by the optimization problem which is formulated and solved in this paper.
The particle swarm optimization (PSO) technique is adapted to deal with both continuous and discrete variables as required by the optimization problem.
As a consequence, the constraints must be explicitly considered by the optimization problem at hand to have any hope of successfully solving the problem of model calibration.
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The Regression model is subsequently trained by solving the optimization problem by gradient descent.
With such choice of parameter, we can see that after about 50 updates, the algorithm converges to the optimal solution obtained by solving the optimization problem centrally.
In the runtime phase, first, the macroblock occupied by the device is estimated by solving the optimization problem min|z-Psi' x|_{2}qquad text{s.
The reason is that the basis vectors of OMMPS and OKMMPS are obtained by solving the optimization problem sequentially, and they are optimal in meaning of maximum margin.
The parameters of the global and local transformations are determined by solving the optimization problem, i.e. by minimising the cost function defined in Eq. 3.
The optimal location of each stream is converged by constraining the optimization problem, using adjustable parameters that control the minimum amount of aggregation allowed.
At each time interval the flux distribution, v, which optimizes the growth rate μ is calculated by solving the optimization problem described in Equations 1, 2, 3 and 6.
By solving the optimization Problem P12 for the new t, the sum throughput is obtained.
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