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While the local maxima with regard to L ( m ) can be determined within each cluster, the global maximization with regard to m requires communication between the clusters.
Then rate allocation over networks can be modelled as a global maximization problem P S max 0 ≤ x i, k ≤ μ i ∑ i = 1 N U i ( x i, k ) s.t.
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Indeed, for large Pmax,k, after L iterations of the alternating maximization, the resulting transmit powers will be p k = p k ∗ , which is the global maximizer of solution of (18).
Taken together, these examples show that the geometric structure of the flow system springs out of the principle of global performance maximization subject to global constraints.
The secondary maximum is not clear in every month, denoting the influence of local factors on PG at the time of global thunderstorm maximization.
In this section, we intend to show the impact of fairness on the global utility maximization by simulating different values of the α-fairness parameter.
This method incorporates the genetic pathways into global AUC summary maximization and identifies survival associated pathways instead of individual genes.
In this paper, we propose a novel iterative gradient based method for survival analysis with group L p penalized global AUC summary maximization.
We first extend L p for individual gene identification to group L p penalty for pathway selection, and then develop a novel iterative gradient algorithm for penalized global AUC summary maximization (IGGAUCS).
This paper documents the fundamental relation between the maximization of global performance and the maleable (morphing) architecture of a flow system with global constraints.
In this paper, we extend to the design of electric power distribution networks the constructal method of deducing the multiple dimensions of the network from the maximization of global system performance.
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