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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.
However, since the ELM has a problem with validity of the prediction, a genetic algorithm (GA) is exploited to optimize the connection parameters between each network layer to improve the reliability and generalization.
"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.
The technical and economical efficiency of cold-formed steel structures, which usually are of thin-walled sections, is strongly dependent on the ability of the designer to manage the instability problems and optimize the connection detailing associated with proper calculation models.
Further analysis with advanced rigorous numerical Finite Element Modeling is suggested to optimize the connection parameters.
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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.
He said that designing a system for the Internet optimizes the connections for Internet use rather than trying to add Net services to a system designed to carry voices.
In addition, at the time of the modified Fontan operation, the cavopulmonary shunt approach may optimize the anatomic connection (eight additional patients).
Structural topology optimization and size optimization are used to optimize the performance of the connection structure and the main feature sizes.
The pods work with the Comcast Gateways to continuously monitor and optimize the Wi-Fi connections, Comcast explains, while its cloud-based management service evaluates the home's Wi-Fi environment to make sure all the connected devices are using the best signal bands and Wi-Fi channels.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com