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With rapid strides being made in mobile computing technology, today smart phones are not just devices for mobile communications and small computations, but may also be considered as a full scale PC embedded with a rich set of sensors such as accelerometers, GPS, Microphone, Camera and Ambient Light Sensor.
Essentially, the Four Russians technique enumerates solutions for small computations, stores these solutions in lookup tables, and then accelerates bigger computations by replacing the execution of sub-computations with queries to the lookup tables.
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Adleman's experiment was significant because it performed small-scale computations with biological molecules.
Needing one matrix inversion, a large number of terms of the series can be easily computed with a small computation time.
Employing one matrix inversion, a large number of terms of the perturbation series of the displacement and frequency can be easily computed with a small computation time.
Moreover, the very small computation times required for the evaluation of the vibration characteristics demonstrate the high computational efficiency of the method and point to its possible use in the real time analysis and design of vibrating plate systems.
Controlled error and small computation time distinguish the method.
The proposed algorithm is easy for engineering application and has small computation capacity.
In conclusion, softmax regression is more suited for real-time applications, with small computation time.
The reason for such a very small computation time for the proposed method is the feature dimension.
The finite element model of the segment of the structure is typically very small, resulting in very small computation cost.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com