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By the optimal allocation of power between FRNC and SC, the best performance is achieved in FRNC + SC under all distances.
The proposed model enables us to take into account how optimal operation strategy of ESS in the lower level can affect and be affected by the optimal allocation of ESS in the upper level.
The learning algorithm performance metrics considered here is the distance d t (in dB) between the secondary SINRs obtained with the multi-agent Q-learning algorithm and the secondary SINRs given by the optimal allocation algorithm: d t = ∑ l = 1 N SINR t, l s - SINR ^ t, l s 2 t ∈ { 1, …, K } (34).
This means that a special cost structure is implied by the optimal allocation procedure discussed earlier.
A 200 % budget increase followed by the optimal allocation of the entire testing budget leads to a 14%% to 23%% decrease in incidence, for cost ratios ranging from 1 1 to 9 1, respectively.
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Second, the heuristic search proposed to schedule the users also involves an additional computation cost into the heuristic search proposed to schedule the users also involves an additional computation cost.
There are various mechanisms by which the optimal allocation can be attained.
The purpose of this paper is to provide the reasonable design of operation parameters for the combined heat-supply system by obtaining the optimal allocation proportion based on the groundwater heat pump and boiler plant.
The solution of this mathematical formulation results in the optimal configuration of distillation columns that can perform the desired separation task, as well as in the optimal allocation of by-passes.
where P ̂ k = [ P ̂ 1 k, …, P ̂ M k ] T. The corrected values P ̂ i k are then used in the primal subproblems defined in (42) and each transceiver computes the optimal allocation by its own.
The optimal allocation found by our method, provides an ASE noise value that outperforms two experiments with 100,000 and 1,000,000 sample feasible allocations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com