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All free network parameters were optimized on the training (optimizing connection weights) and cross-training (optimizing number of hidden units, learning rate, and momentum; stop training before over-fitting) sets.
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It integrates content, ad campaigns, messaging and analytics into one platform so businesses can optimize connections, commerce and advertising in social media.
In this paper, we present a superstructure modelling and optimization framework of inter-city high-speed transport systems, accounting energy consumption during infrastructure construction and during subsequent operation, to optimize connections between large population centers and between modes of transport.
The result shows that improving the overburden layer, selecting plastic concrete with a low modulus and high strength, and optimizing the connection between the cut-off wall and the clay core of the dam are effective measures of reducing the deformations and compressive stresses of the cut-off wall.
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"The system will magnetically optimize the connection, so it doesn't matter if you are slightly askew while charging or terrible at parking your car like me," said Andrew Gilbert, executive vice president of European innovation development at Qualcomm, in a telephone interview.
It may also be used to optimize network connection to restrain virus propagation.
It is concluded that future tests to optimize these connection systems are warranted.
Further analysis with advanced rigorous numerical Finite Element Modeling is suggested to optimize the connection parameters.
It consists of integrating a GA to optimize the connection weights for each neuron of an NN developed previously.
A flux-based conservative and formally consistent formulation is developed to optimize the connection between the two schemes at the interface and to achieve a higher computational efficiency.
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