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By using multiple networks, the dimension of the input is considerably reduced, which decreases the susceptibility of the network to converging to local minima and having sub-optimal performance.
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Experiments performed by the authors demonstrate advantages in using multiple networks instead of a single one, with increasing gains when using up to four virtual networks.
Since the objective of multi-path routing is to maximize the total flow in the network by using multiple paths between the mesh nodes and the GW, it returns solutions in which more nodes have high node-degrees, which means more links (conflicts) in the conflict graph.
Then, the acoustic impedance attribute and other sample-based seismic attributes were integrated with sand volume and petrophysical data by using multiple attribute regression and neural networks in order to predict Vsand and reservoir property.
An origin destination (O D) trip in transportation network can be accomplished by using multiple modes.
Compression is achieved by using multiple module codebooks with reused short codewords for different nodes in the network.
Recently, it evolves toward a multi-radio multi-channel (MR-MC) WMN architecture, which can improve network performance by equipping each node with multiple radio interfaces and by using multiple non-overlapping channels.
By using multiple measurement points in different locations of the world, our results can paint a global picture of the measured networks, inferring their main properties.
By using multiple narrators, McBurney allows for every possibility.
Using multiple levels of network analysis, findings illustrate the complexity of network capability development.
Let us consider a communication device that is able to establish simultaneous communication links by joining several networks or using multiple channels within the same system (e.g., this is possible in IEEE 802.11n).
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CEO of Professional Science Editing for Scientists @ prosciediting.com