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The main advantage of the proposed result lies in its recursive form applicable for online computations.
This paper presents a new strategy of simplifying the online computations in linear model predictive control (MPC).
It is shown that the developed filtering scheme is of a recursive form applicable for the online computations.
This improves the control performance compared to a standard robust approach where no uncertainty knowledge is used, while keeping the benefits of fast online computations.
Taking "just every interesting feature" into account may lead to high-dimensional feature vectors, containing irrelevant and redundant features that make online computations expensive and hinder generalization of the model.
To resolve the key challenge of how to scale to Linked Data, we combine a scalable preprocessing approach with a specially-constructed inverted index, use three approaches to prune unnecessary counts for faster online computations, and design a paging and streaming interface.
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But instead of trying to own all the computing equipment for hosting online computation and storing data, however, Ooyala relies massively on Amazon's Web Services products.
The merit of this approach reduces the computational complexity of the robot dynamics by allowing online computation of a high order system at a lower computational cost.
It's an online computation process par excellence".
Trying to solve this by hand is nearly impossible: the process leads, as Mr. Ciriani put it, to brutal and nefarious polynomials like the following: y(2x-y)(3y-x-3)/(2y-3)/ y-x) = (-9x^3-8y^3-9x^2 y+22xy^2)/3/(2x^2+xy-y^2xy-y^2) Moft of us visited the online computation engine Wolfram Alpha at this point, but the equations were a challenge even for this powerful tool.
The filter design algorithm is recursive and thus suitable for online computation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com