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The performance of the proposed method is tested under different numbers of labeled samples and compared with several approaches.
The proposed method is then applied to simulate large-scale, real-world networks to examine the computational efficiency under different numbers of CPU threads.
Figure 7a compares the k-NN algorithm under different numbers of targets in each shopping cart.
Fig. 6 MSE of the CSS algorithm under different numbers of SU_R.
And Fig. 7b compares the k-NN algorithm under different numbers of customers.
Fig. 5 Sensing performance of the CSS algorithm under different numbers of SU_R.
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The model also provides insights to the major components that contributes to the power consumption under different number of operations and different traffic conditions.
We compare their performance with the 802.11 DCF access scheme and with a state-of-the-art access algorithm under different number of offloading UEs and for both linear and exponential pricing-based rate allocation for the LTE uplink.
Secondly, a differential evolution algorithm (DE) is adopted to solve the proposed JRD, which can find the best cycle time of each item, the best basic cycle time and the best and longest delivery route simultaneously, and can dynamically generate the service routes under different number of visiting supplier(s).
Fig. 7 The expected delay under different number of nodes.
b Clustering error rate under different number of customers.
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