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UTMC manager Ray King said the new technology was about "optimising the network".
The predictive quality of the ANN can be further improved by enlarging the training datasets and by optimising the network construction.
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Multiple DODAGs are more suitable for situations where different objective functions are used to optimise the network based on different requirements (minimise packet loss, latency, hop count,...)...
How to optimise the network resource management in terms of handling user requests, taking into account the overall system performance and the devices capabilities?
Energy-efficient devices and systems have been developed to reduce energy consumption or to optimise the network infrastructure (Aleksić 2013; Cranwell et al. 2014; Singh and Yiu 2011).
More mutations are predicted than in the core, seemingly in order to optimise the network of complementary interactions between polar and charged groups.
In such an environment, the following technical challenge is raised: How to optimise the network resource management in terms of handling user requests, taking into account the overall system performance and the devices capabilities?
The hidden neurons (in the only hidden layer) are varied from 2 to 20 in steps of 2. During the training phase, we optimise the network (i.e., adjust interconnection weights) to generate optimum Recall, Precision and AUC scores.
Optimising the pipeline network design for cost reduction has been proposed as a potential way to reduce overall CCS costs.
A particular feature was demonstrated which related the prediction of system performance, in terms of vibration attenuation, to the tests required for optimising the neural network.
Various salts (NaCl, NaHCO3, and a mixture of them) were used with the aim of optimising the pores network; moreover several glass weight fractions and glass particle sizes were tested.
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