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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.
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.
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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].
This enables us to transform the seller's problem into a much simpler optimization problem over N variables.
However, another possibility, taken up in [ 46], is to use EDAs to maximize the likelihood function without having to be penalized (which is a simpler optimization problem) and to include the shrinkage of the estimates during the simulation of the new population.
Care has been taken while designing the algorithm such that it automatically degenerates to efficient algorithms for solving other simpler optimization problems, such as single-objective uni-optimal problems, single-objective multi-optima problems and multi-objective uni-optimal problems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com