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However, the order of the optimization problem is high and the computation times are substantial.
Generally, the order of the optimization with respect to transmit antennas is not critical to the final performance.
In addition to reducing the order of the state problem, the maximum filter reduces the order of the optimization problem to increase computational efficiency.
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We can observe that the order of the optimum thickness varies depending on the optimization point of view.
Depending on channel realizations on two hops, one order of the optimization outperforms the other in terms of end-to-end sum-rate maximization and vice versa.
This new population is sorted (in the order of optimization) based on prediction function values.
In this section, we provide some remarks on the order of optimization, distributed implementation, and complexity analysis of the algorithm.
Notice that we will not use α, the order of derivation, as optimization parameter.
Each iteration in MBA involves Flux Variability Analysis (FVA [ 26]; maximization and minimization of all reactions to calculate flux capacity), which amounts to on the order of 10,000 separate optimizations.
However, due to the limited performance of the applied optimization techniques, the orders of the filters, which can be obtained, are very low in the previous research.
The other order of optimization, however, requires the relays and receivers to send back the SINR on two hops to the transmitters to perform two-hop rate-matching.
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