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In the algorithm, the global network parameter optimization problem is divided into multiple simple optimization problems, one per adjacency, where a regular scenario is assumed.
A fully informed particle swarm was used for the gross searching algorithm due to its simplicity and good performance on simple optimization problems [ 27].
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The optimal placement of the dampers is obtained through the solution of a simple optimization problem.
In this case the optimal policy is trivial, since the stochastic control problem reduces to a simple optimization problem at each time step.
This problem is modeled as a simple optimization problem.
With this, the admission threshold planning problem is formulated as a simple optimization problem.
The removal of the nonlinear equality constraints is accomplished, resulting in a simple optimization problem subject to bound constraints.
This work completely resolves the double loop in RBDO and turns RBDO into a simple optimization problem.
For this purpose, controller-independent measures are defined and computed by solving a simple optimization problem in the time-domain.
Basic PSO works well with the simple optimization problem, but it can be trapped on local best value for some optimization problems.
The SI-SNR problem can be reformulated as a simple optimization problem by using the Cholesky decomposition and Cauchy-Schwarz inequality, and solved by the interior-point method.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com